{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Diffraction Spectrum of a Finite Binary Grating"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Finally, we can validate the results for the diffraction spectra of a finite grating via a different approach than computing the far fields: as the (spatial) Fourier transform of the scattered fields. This involves two simulations &mdash; one with the grating and the other with just a flat surface &mdash; and subtracting the Fourier-transformed fields at a given frequency ω from the two runs to obtain the scattered fields s(y). The Fourier transform of the scattered fields is then computed in post processing: a(k<sub>y</sub>) = ∫ s(y) exp(ik<sub>y</sub>y) dy, where |a(k<sub>y</sub>)|² is the amplitude of the corresponding Fourier component. For a grating with periodicity Λ, we should expect to see peaks in the diffraction spectra at k<sub>y</sub>=2πm/Λ for m=0, ±1, ±2, ... The total number of diffraction orders is determined by the wavelength as described in [Tutorials/Mode Decomposition/Transmittance Spectra for Planewave at Normal Incidence](https://meep.readthedocs.io/en/latest/Python_Tutorials/Mode_Decomposition/#transmittance-spectra-for-planewave-at-normal-incidence).\n",
    "\n",
    "The simulation setup is shown in the schematic below. The binary grating has Λ = 1 μm at a wavelength of 0.5 μm via a normally-incident planewave pulse (which must [extend into the PML region in order to span the entire width of the cell](https://meep.readthedocs.io/en/latest/Perfectly_Matched_Layer/#planewave-sources-extending-into-pml)). The grating structure is terminated with a flat-surface padding in order to give the scattered field space to decay at the edge of the cell.\n",
    "\n",
    "![](https://meep.readthedocs.io/en/latest/images/finite_grating_schematic.png)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "-----------\n",
      "Initializing structure...\n",
      "Halving computational cell along direction y\n",
      "time for choose_chunkdivision = 0.00181007 s\n",
      "Working in 2D dimensions.\n",
      "Computational cell is 14.5 x 9 x 0 with resolution 50\n",
      "     block, center = (-5.75,0,0)\n",
      "          size (3,1e+20,1e+20)\n",
      "          axes (1,0,0), (0,1,0), (0,0,1)\n",
      "          dielectric constant epsilon diagonal = (2.25,2.25,2.25)\n",
      "time for set_epsilon = 0.610417 s\n",
      "-----------\n",
      "Meep progress: 9.18/125.0 = 7.3% done in 4.0s, 50.5s to go\n",
      "on time step 918 (time=9.18), 0.00435765 s/step\n",
      "Meep progress: 18.490000000000002/125.0 = 14.8% done in 8.0s, 46.1s to go\n",
      "on time step 1849 (time=18.49), 0.00429697 s/step\n",
      "Meep progress: 27.810000000000002/125.0 = 22.2% done in 12.0s, 42.0s to go\n",
      "on time step 2781 (time=27.81), 0.00429364 s/step\n",
      "Meep progress: 37.160000000000004/125.0 = 29.7% done in 16.0s, 37.8s to go\n",
      "on time step 3716 (time=37.16), 0.0042805 s/step\n",
      "Meep progress: 46.44/125.0 = 37.2% done in 20.0s, 33.9s to go\n",
      "on time step 4644 (time=46.44), 0.0043122 s/step\n",
      "Meep progress: 55.75/125.0 = 44.6% done in 24.0s, 29.8s to go\n",
      "on time step 5575 (time=55.75), 0.004299 s/step\n",
      "Meep progress: 65.19/125.0 = 52.2% done in 28.0s, 25.7s to go\n",
      "on time step 6519 (time=65.19), 0.00423808 s/step\n",
      "Meep progress: 74.61/125.0 = 59.7% done in 32.0s, 21.6s to go\n",
      "on time step 7461 (time=74.61), 0.00424806 s/step\n",
      "Meep progress: 83.91/125.0 = 67.1% done in 36.0s, 17.6s to go\n",
      "on time step 8392 (time=83.92), 0.00430039 s/step\n",
      "Meep progress: 93.23/125.0 = 74.6% done in 40.0s, 13.6s to go\n",
      "on time step 9324 (time=93.24), 0.00429399 s/step\n",
      "Meep progress: 102.51/125.0 = 82.0% done in 44.0s, 9.7s to go\n",
      "on time step 10253 (time=102.53), 0.00430959 s/step\n",
      "Meep progress: 111.78/125.0 = 89.4% done in 48.0s, 5.7s to go\n",
      "on time step 11180 (time=111.8), 0.00431786 s/step\n",
      "Meep progress: 121.06/125.0 = 96.8% done in 52.0s, 1.7s to go\n",
      "on time step 12108 (time=121.08), 0.00431251 s/step\n",
      "run 0 finished at t = 125.0 (12500 timesteps)\n",
      "-----------\n",
      "Initializing structure...\n",
      "Halving computational cell along direction y\n",
      "time for choose_chunkdivision = 0.00184488 s\n",
      "Working in 2D dimensions.\n",
      "Computational cell is 14.5 x 9 x 0 with resolution 50\n",
      "     block, center = (-5.75,0,0)\n",
      "          size (3,1e+20,1e+20)\n",
      "          axes (1,0,0), (0,1,0), (0,0,1)\n",
      "          dielectric constant epsilon diagonal = (2.25,2.25,2.25)\n",
      "     block, center = (-4,-2,0)\n",
      "          size (0.5,0.5,1e+20)\n",
      "          axes (1,0,0), (0,1,0), (0,0,1)\n",
      "          dielectric constant epsilon diagonal = (2.25,2.25,2.25)\n",
      "     block, center = (-4,-1,0)\n",
      "          size (0.5,0.5,1e+20)\n",
      "          axes (1,0,0), (0,1,0), (0,0,1)\n",
      "          dielectric constant epsilon diagonal = (2.25,2.25,2.25)\n",
      "     block, center = (-4,0,0)\n",
      "          size (0.5,0.5,1e+20)\n",
      "          axes (1,0,0), (0,1,0), (0,0,1)\n",
      "          dielectric constant epsilon diagonal = (2.25,2.25,2.25)\n",
      "     block, center = (-4,1,0)\n",
      "          size (0.5,0.5,1e+20)\n",
      "          axes (1,0,0), (0,1,0), (0,0,1)\n",
      "          dielectric constant epsilon diagonal = (2.25,2.25,2.25)\n",
      "     block, center = (-4,2,0)\n",
      "          size (0.5,0.5,1e+20)\n",
      "          axes (1,0,0), (0,1,0), (0,0,1)\n",
      "          dielectric constant epsilon diagonal = (2.25,2.25,2.25)\n",
      "time for set_epsilon = 0.655086 s\n",
      "-----------\n",
      "Meep progress: 9.15/125.0 = 7.3% done in 4.0s, 50.7s to go\n",
      "on time step 915 (time=9.15), 0.00437325 s/step\n",
      "Meep progress: 18.43/125.0 = 14.7% done in 8.0s, 46.3s to go\n",
      "on time step 1844 (time=18.44), 0.00430983 s/step\n",
      "Meep progress: 27.73/125.0 = 22.2% done in 12.0s, 42.1s to go\n",
      "on time step 2774 (time=27.74), 0.00430151 s/step\n",
      "Meep progress: 36.980000000000004/125.0 = 29.6% done in 16.0s, 38.1s to go\n",
      "on time step 3700 (time=37), 0.00432353 s/step\n",
      "Meep progress: 46.13/125.0 = 36.9% done in 20.0s, 34.2s to go\n",
      "on time step 4615 (time=46.15), 0.00437322 s/step\n",
      "Meep progress: 55.32/125.0 = 44.3% done in 24.0s, 30.2s to go\n",
      "on time step 5535 (time=55.35), 0.00435253 s/step\n",
      "Meep progress: 64.53/125.0 = 51.6% done in 28.0s, 26.2s to go\n",
      "on time step 6457 (time=64.57), 0.00434152 s/step\n",
      "Meep progress: 73.79/125.0 = 59.0% done in 32.0s, 22.2s to go\n",
      "on time step 7383 (time=73.83), 0.00432269 s/step\n",
      "Meep progress: 83.04/125.0 = 66.4% done in 36.0s, 18.2s to go\n",
      "on time step 8308 (time=83.08), 0.00432687 s/step\n",
      "Meep progress: 92.32000000000001/125.0 = 73.9% done in 40.0s, 14.2s to go\n",
      "on time step 9237 (time=92.37), 0.00431051 s/step\n",
      "Meep progress: 101.59/125.0 = 81.3% done in 44.0s, 10.1s to go\n",
      "on time step 10164 (time=101.64), 0.00431663 s/step\n",
      "Meep progress: 110.92/125.0 = 88.7% done in 48.0s, 6.1s to go\n",
      "on time step 11097 (time=110.97), 0.00428761 s/step\n",
      "Meep progress: 120.25/125.0 = 96.2% done in 52.0s, 2.1s to go\n",
      "on time step 12030 (time=120.3), 0.00428792 s/step\n",
      "run 0 finished at t = 125.0 (12500 timesteps)\n"
     ]
    }
   ],
   "source": [
    "import meep as mp\n",
    "import numpy as np\n",
    "import math\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# True:  plot the scattered fields in the extended air region adjacent to the grating\n",
    "# False: plot the diffraction spectra based on a 1d cross section of the scattered fields\n",
    "field_profile = True\n",
    "\n",
    "resolution = 50         # pixels/μm\n",
    "\n",
    "dpml = 1.0              # PML thickness\n",
    "dsub = 2.0              # substrate thickness\n",
    "dpad = 1.0              # flat-surface padding\n",
    "gp = 1.0                # grating periodicity\n",
    "gh = 0.5                # grating height\n",
    "gdc = 0.5               # grating duty cycle\n",
    "num_cells = 5           # number of grating unit cells\n",
    "\n",
    "# air region thickness adjacent to grating\n",
    "dair = 10 if field_profile else dpad\n",
    "\n",
    "wvl = 0.5               # center wavelength\n",
    "fcen = 1/wvl            # center frequency\n",
    "\n",
    "k_point = mp.Vector3()\n",
    "\n",
    "glass = mp.Medium(index=1.5)\n",
    "\n",
    "pml_layers = [mp.PML(thickness=dpml)]\n",
    "\n",
    "symmetries=[mp.Mirror(mp.Y)]\n",
    "\n",
    "sx = dpml+dsub+gh+dair+dpml\n",
    "sy = dpml+dpad+num_cells*gp+dpad+dpml\n",
    "cell_size = mp.Vector3(sx,sy)\n",
    "\n",
    "src_pt = mp.Vector3(-0.5*sx+dpml+0.5*dsub)\n",
    "sources = [mp.Source(mp.GaussianSource(fcen,fwidth=0.2*fcen),\n",
    "                     component=mp.Ez,\n",
    "                     center=src_pt,\n",
    "                     size=mp.Vector3(y=sy))]\n",
    "\n",
    "geometry = [mp.Block(material=glass,\n",
    "                     size=mp.Vector3(dpml+dsub,mp.inf,mp.inf),\n",
    "                     center=mp.Vector3(-0.5*sx+0.5*(dpml+dsub)))]\n",
    "\n",
    "sim = mp.Simulation(resolution=resolution,\n",
    "                    cell_size=cell_size,\n",
    "                    boundary_layers=pml_layers,\n",
    "                    geometry=geometry,\n",
    "                    k_point=k_point,\n",
    "                    sources=sources,\n",
    "                    symmetries=symmetries)\n",
    "\n",
    "mon_pt = mp.Vector3(0.5*sx-dpml-0.5*dair)\n",
    "near_fields = sim.add_dft_fields([mp.Ez], fcen, 0, 1, center=mon_pt, size=mp.Vector3(dair if field_profile else 0,sy-2*dpml))\n",
    "\n",
    "sim.run(until_after_sources=100)\n",
    "\n",
    "flat_dft = sim.get_dft_array(near_fields, mp.Ez, 0)\n",
    "\n",
    "sim.reset_meep()\n",
    "\n",
    "for j in range(num_cells):\n",
    "  geometry.append(mp.Block(material=glass,\n",
    "                           size=mp.Vector3(gh,gdc*gp,mp.inf),\n",
    "                           center=mp.Vector3(-0.5*sx+dpml+dsub+0.5*gh,-0.5*sy+dpml+dpad+(j+0.5)*gp)))\n",
    "\n",
    "sim = mp.Simulation(resolution=resolution,\n",
    "                    cell_size=cell_size,\n",
    "                    boundary_layers=pml_layers,\n",
    "                    geometry=geometry,\n",
    "                    k_point=k_point,\n",
    "                    sources=sources,\n",
    "                    symmetries=symmetries)\n",
    "\n",
    "near_fields = sim.add_dft_fields([mp.Ez], fcen, 0, 1, center=mon_pt, size=mp.Vector3(dair if field_profile else 0,sy-2*dpml))\n",
    "\n",
    "sim.run(until_after_sources=100)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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K8JuBuszNJJzzs39X4IypfqMVqHspzaf1FlrpIeUdN/R4jDOjJjs2pj5vK91VtkWgMhs3s07zPGVz/WJlui4x481dN0lnubj1Mb33tSbHW+vHxhoZahu20HWtkM5vq63784il4+ImK4Mml11P1H27YdCN+wtZNwyHu4jgcjFD8FhfNFn3p9ncBf1b5SUd2EQTNEeuZbGi+cTeca9eNTNNPTCvvDcw9Fg204uRN63hEbnf1yGNygcd4tZxm3l4AlLg8gx7+h7cGKr6BwFARH4z2p19fxnAT4nIX1LVv3owjz9dXv0cgD8rIv87gP8WwF8HcBp9H5P2APeewVcU8SFD4yVkg+0Bg+/DzTy/jJZ7yaZ7MPNfds0d4mpNwnH229hWhPZ615Tn6ft1HIFAHPmb5ZcPThjaRyTVme+vs3S8K9KBp+c9P0Z8j1Pj1qhfgXcQz9ZyKJ9JFrtAeahDAFguS6i+0Sr5m5hbpqbWQmqZADctn3wP2G3EVzE4F4t+OeoJSlf2w7TJDM1ZKAC5WFV76ng2fvLVC7YHp8jGdP9NnsnnLzq/amFSj116dDy8ql7dq/HjTT4zlq7EKf3ddqrN96d2Oao6M/X3kKO88k69YOP8VhomX6/Auo459/fFoIqDV4AorRtfHLbRxSuS+QJQOFu7aY4GHf++7+tO5WyPyIV7UBkRaZ2nIsJMZ/TMRjNGByOv8RzhU2N10EuW0Ay1vLIYUar7adF1Ka+5UdrS14IPtO9SJ8y/65eFzG6iX7xjRW+XVPVfAfgHIvKHAPwMgB8Vkb+vqv/oBdn+OIAfBfAficjvVNV//hIeT6PvqWg288NqJe9hYBe20Eo3KvSlWxSTULiMcR8OTLis29O+rpILwMAOfTU8U1btWz1yPwXu1JkHwWlwBbMzMp73JhcivwSA1GbD7Z8w6DJg678JvYRBwqDDVvSY74lxpTST/wJKroQ3p+SnfeJ2q3WoQz6oPTiurxVyG5p755S73i81czjb63eUdCHXa3fODOAU8P03nkY4XD1d9CudfCPbr9d7CAG5FFN1UB0qmR+Z8r6nz8Y2OO72fqcmepg+vae3Wyu95CCjif5O49LarAy9mvkWU5ezvXpb1cN5Asriq3WyLnOub1gG3Yi6fr1CFCmYRIbtNy41oTBLN4YFL+LdmlftjMfxNNDXoZUuGOK1yPFiwt5er1Rr12o4cfigG+L5iAun85i7DOU/DcJgoK70RMlrXze8xMhbRH9qM0/xHKd3vjJKVP11EflJAL8HwB8GcLfRp6oXEflFAN8N4HsAnEbfx6OZsYD87LP9Eb/uFZolexnFgD+n1bHij6ZaxvGyXl/dVdOE+Jt8s1WqWOK6rX6Pa3a+cHjVamyM2P4TOu68uyL5OpXXh4ZL6Wn9tMgwEGOby+bGgFC6V+ljArjb7COLoHzSmkRZWuRftobhMi2K6gKsuvn+nFgVBeq9YXV/Tv19U1UcZGR5z72kr5kVQKLdLbMnQbvljtv7Eu5zDX2FxlEg3C+vXb1AANCL6yt2XaYadrxQO9R+3us3BVVR95WRF0bkKv/6rsZdlX0P7UG9Wzr5I4Sh1HHXhdP6vMl/nlAT7udLnRmTR1kXtXzC7hfnJ/bS8URJ/6Kr6xXobr4Yky3rzfPkvuv77DwszEYpvAzHP7ncN57eY6v33Ngbv2UyhCdXMVRDz2W14g3NLpOhF7iUqhtof/Hgwpl3BAeb+bqF7MJZdBrxM8rrdT2R/86oXq+g+9EnZYzRXxOfnXSQfqX//S0PyOvf63//35dmdBp970L3CGQGeT48sJvdPSTSlHTPNfM4RB5/v5b7UTUebi7rNZSewZEKarKrXpS7lVRWDynRbliN4dFugQCu11wWf+dxtw5Ope8da7xvlMxMtVaphqHCGGyP4ml934uFSntWye3LxtNenVYQZF6bxkMzCOrm/pcTX70A2F5Dgw0M6rqDp++zi317SO3Wfm7mDkv1cMAq0b6j6+UNvNOqf16RZejSAEnsoQOGk+ouCOOtACkxJGvARgzYKbGtDszcGHDQR99s4sKZ78jiOhQXzmQ8cA1DXquRVvsZg8Z9wy9SpEJuQ3ZEY7n7OR3tD1Hz+/jhIldjUn2/lb+sPU1HkK6xVT3XuaEr8hUoZJy1zXLOZcTtsVx2BHvXKxiXavuPxYwH8TzNhE3lifR9fT1MUHhpcmxXr4TshZs2G6BvbfiNJ0ZOGLD90kBmME24RC8V+tdlweXYDMWeJhXXDWS9eH6hGzBx4Rz1jZdMZcxdOHX6nH/PPkblYZau8OjBt+uEeYo37ySHSPEcK31vtBr6+/vfX3xJJiLyDbTrH/41gH/yUqZOo+/N6RZjhNVNdbXroN/B9B1Cntyx9oCLTt49glZg4d7cmMdHKr0YovefA2xwzYZ9Ig0J3M6GzXRjbfBZ9o8g4aPIp/0sGzEWZrPbSAZIuCeOVxEQ8Bq5qK03iRF0VJlnw/12yifyBRNRi9wD/N9iTGGoXQDQLPM5Hp+0F+13P1XXzOypRkaUPWmcyjnkIbN0fcB3g1DD4EvAzlw545kB1uqqhxZzPEJ9dSFzA4G6DJu5Zs2nHupVDTv0kAmy6v76SL18TdLW6dqfLInTj+QhuRwxcD7rx5N90vWqBWjWTVk0SSqdLdbfUv4zWRVyA6VqEv9ZA7IpU6Xaym+TZ/NWbjpSaoE7dAuauIVme3lX5eNy6cbaJGxxxYBCF1cvmOzl/t2uW7DINc/JxE0y9OLDcd7cD2V1FcJOO4yupvNYu3HuMvLexGA56QqJyO8D8NsA/B0lS1ZEvgPAnwDwQwD+DYCfpLA/BeBPod299+fp/Q8C+JV62qeI/ACA/xFNOn5cVV980ftp9L0L7cyoLsHbxLVT9+LfSjO3zjpDtSrrlqGnAi2eftvJ47ByfPQwmPkcck6rIVav7pbEm9h1jP8MpEO96hHjSP0sYvf/PG64N0E3tCPNu6HnaEvRTk2wUjcaiOF55j1xDKSOkKU7et0C6FCavXgKu9xZ0drD20JQeOYW5fa0uBjqZ8Ygu3GyzCu1hJ8E3tO8zOBTEi2evMiy71Jrkw4pFoEtZyzHQHo/M1wUbtTN8kxgrVyR0j7NkC7lP+gPrsOe3qs0i7swdl5s5L0WvGN5C3183eDjdPzODK6Z7g1HPXZsdBno/SldXVLHNVW0S9EttbQTeJHjsTw6L9pcIwG+joD0kufZ+WLdN9FTc7lmY9Lq18M0y7jJb1y/Uq9JsCsjaptxy+ZDobhdemuW37fR5bI4HAlUjSJ7MgtD9IhL5UN5dU1Livw31POoGzzO5H3rRut6iOsUCh/uEVSvxFAH0otzvipZn5zFW+GWWc0+Nunl/Vf6HkTfC+AnAPyKiHwTwK8C+C600zu/B8CvAfgRVf0WpfkutFW77yl5/WcA/msR+T/QVgb/JYDfCeA/QbPTfhrAn8cD6DT63pyGqa1OpBCkxhlnDdOJUHev8k0DFu9KGS8CNCW/m/jfV46Pn/eU8mvGt4EmAIjDOtIx4px0OiMeBuPj67Cm7ELZON9ko34owR4be5bSjyOXWBl0dym7qoDTCNgdNtbxAtxsGu5cw2mbV5qnwte8d2OMLAZYzT2pHvmuHK9zLDWbyQqJIh297u0mnMoeo77blg08o80mEQAy8u43+Ob32tWJnw44DJj7WwJKCgdwEZlySWkNQLHxRvmXqxciDwUbkpWHMBgKXxNwmNPPw257V4yTZboj9FZz+BmiR1+71pdyOnPLzuFS4kZPH3q1Wl/eUpO1RbtwkvSVOjW9Eplolx1xRWEraluKB3wtq2uPeeV6BaqDaLnOgdzdN6mSJIiVQr4Tj9Nn+bWJIaU86qjmOhpZhzKNxt/1XjUehjKmSTJM8igKcqtOMZ3j8SoEQFhv1LQuv2b0TfQSp9NeX1b1qrjQtSxpLyCopVlXUD28xLTfPLfLeOrvpK2nB77UMSnL1udk5H3G9NMA/hqaG+cPoBl03wbwSwD+NoC/oaq/cDCv/wXAbwfwnwL4jwH8uwD+HwD/G4D/AcBP6INutT+NvneicVbVNOHivafikeulxkFVYPXIf8HKPcOA8sjjNZJJHY8ks/LmaR+vJK2sfDR+4wX0zIZQe7Y9cB5POv/JwLMy8t6UHDapr7XDLGj4fnu1ywcDZcOFvpHkekoHam7owcyaZiQaaHJjxpsr8pShDaJsAfIJpsKx2j9+2uOCLCfFpcLMEi/e+wENk/JWaWY58hf2uFvUN8tv/7Vw9xzAXNq399JTOfckZgZkSA94/6tAiQyzYR9NhLfyL+nwBEBHsMl8Shh69XLmmLHP769rhSNa46BmeYDr5usCvawVWD5vomRJzfR/NTgibKvxXBR4TMg60oybuCNvS/HSnZSedtu/XkHVdVjLM2I26duotWg07EZabUmhX2nOtisQX8mbjSVe8vxKmhEN3Dp2royMGS3Ges8qyyMxham87bpiKzDsv5vrJqHvM+WnV83HB9I1o56o7Gv5mwpYvD8abjzO6K1wzLORAk+wp+8RLd2vTviLN6b5KwD+yuT9z6Bd8fDqdBp9b042x8SzcDKEj880HHCUB7kL1v03eUC/Nnu1n/Og4O45hmynvMfPj3N+x0B+SyY+8KR0dYrZf49Dei5/UrZPGc+4rsB3Trl2UlbTJPGfAVM2XjIAMXAmbpzA01rBaWQO4zEBg8mq2aRObVZ33Y+iJY71jXG2fJ+4yfi33bk1q4/bSgQG6z7UZIgmN9uXunFGnsaLZVf3r9lhLdx2HkMvME8DRYlj+/zcIIyZfD54wShm70s5ZVKjTmQsDbvpjHqt4zz8LhBwt6H3Vit61mql3Xd790L3DEbZOlWtm9hpuXW4Sy7jLXXom/7c9QR11lgR84R8+IlF6ytsA8tsomUdpd53+zs/vIrqpBHfWXJZElqpj7rNjL3V6tzr0Tr/vUmgmTymsJmc5cbikJLadNHK4BpynvIyXssyy2OlJ3LYzNNh/TyhG3XCuT/vpLem0+h7c5oBfRtpeMhczwa+aHxgFyQHZ6sMF1c03Ax2CHw84L61Me9HU9Q5Bmv+RhyT9l1NrjTITTsz/t6eWumLo9CVv1EHRj3M+p7PkCewxW0TrYLeLlt3jWoh4bgkEICA0qHbwQYjWoeJhPbFDHjtuHjeRAxPc0l8kASHqeT61IvSU/9xjtnww4P37TWZtpUHD2/cFtEubpn+9uJNoWV1wFZXA/ddenU6/FU6Xn12yIry92JgWYGdLvSQXb++DotcKlXAV3TfTXtxcpz3gXbVyjoiXaXOwu/4N+tFNpzsN/VnAQB2Ged4SnkJNjcQTaeY+rFOk/XxsesVLMu+71hC98XqXOal6qXoA32yZucKBZbp1uYbQr/dvsfuFlrtxR3ilQmSLJfxb5ZHM6JjXLMwtvPiygZ11RiyRXLsFvnMhdPkeM2LpVO5UL8eddoofIF9RrlUrumETBfx2LOIukg/K/O9McGbkSqe4fTOR3hmfFQ6jb43pRgKMq0EngdIts96/JcAwasGX+XrXoMvGwN3U3InDXq86PI3In4TWLfvQs5Fanv4hDDMar/LNdoDponNkkqGIalGzW5EgvX1EQJ3yJJW16haHFKzbeYKldM5XkwXEfTUXp74+0mLL8nBmgEGYGoUZcj7uEF1vHohwG++skHSzhv7O7pzNorrHXqIu3Pez/u4d2+eVxh8inwAUe9R3pAZILZPQJMbBPJU+z494iW5cFp50PD06uG8FwcII3CswQq2zcNGY24WpaB53Ym7lLTKy1sS88GSda0fmaHHcVf9JnotdY3mqclu3daWxTVTSL+kCZker5iCwUvfA8jXK3BMT2d8lGo3GTNzrGsuaZMz7ToF1hh9tVClX5li/TyMTIX6dSrUgkWm+Su8BbhnWdkb42PCJm8zzzIvKYKC3TK9b9meaI/be/6wF88Oa8on9I4unIw3Rl6yC2fwJtO6Kwb5lXXYbrqBt2uU23+e4i36xEknNTqNvjelmfFTQQgriALQWWW8cOaf+dBBua2U3dG8X0GJvfrMTB2usfgdcQQ2dvhoVL5Lzi+f/naNrgDTRTYz58i5iVFZHOvHqc3Q8l9+iAPDGTaFhAZqSVoH7cEAACAASURBVFlKKivoVq9fP+3yVYF1BtD2r7l/RVCENWxaWl3aqaV1x876az3C2DtmEM1AWJuRRQCsdHCUwm9s6GFm8kLsePX2HEZeWUnQCzWtQv2kxKbnAkKXOuy6ou3pLQ7bm0zR/PdGeg53rWsGxmzGyGS78p8B66z/yhg1BHlY2esRnYVR3/hol+JwXMnpej+t0jTuvwPydTHEkcts55fKjpX2qAtSDrNJq8kEwI5+u2fHw5DHtP8TR4Occ1r41QuctOW2c+0CuVuWdTn/Fa7dtX+N+Y66oceU0AkRxPWlvJOOyO2R26i2VQ0rH+QGnbDvJvo50tE6KnD59Vfl5Bh9Cd9kTqfR965UFcwIhgMX7XXSMju2jEZKzcfLR3d+U7550H8RXT1p9KWGZs5nyIlAgvZodhx3AJi5gZg54+977MCVh1HexNXZsKGTQCIdhR5uWgGI7Lhz28Pi7ofpygZEOs/DjjCv+28oD0HZx2bPzHSh/h3We/z4G1zv63zAjbeJ56O5TTjM6x6gkY9l753GuXB3uLJvL45wv69nrPbHVCCW4yrFkvQmh3nCMNZSnpfipjXAv/J6BrpyudP9N/07z/bp7Z9YWCWuP384t80ovxHr3JkOq+ND1dEct+g68IoryW6XuQb2ZchzkJ+0n9d47OnY40SrPrAJk8hVnBc73AUus+kKBdDVORYmIbuuhauuQ+iili7XJ7S36Uy4fouuJKQj67UMzOcq7B4DY0wzunHWYSBk0j4RO1bWMpJUdL2mlJ8kXkZ38VEnmM4tL4d9ehE7oyP7Od6Xub+P91r7Fn03hFXdMF7o8HJc8sxUdc9JH4VOo+9NydTX7ETIEawmxTsA9hw3/t43WGTFmvltP48qSRvIX1/ZTYahO6maZbPvQkC/o4C6P6sBinHFazQBo5SA1HurgA+oY9oTQ9kZ4FEAdDGwou3B2yxN37MWAEwCHKHtn2n79gyEtfbR3ibu8JVm01u9eD9ONXYakOI9H7ktZHhTql1iXdvfF9/KfsXun02pHXvkuJahAujN+WejroUwbCE4KWEo3k7snmldtAC+zkEGgpeQI6VnA3SRPJ79MKGe0ieTtABlNt6sjDDY8v4mAovDal6Cp8kAqPoumxxVZ810GceVMS7Fey5ow/xmY2jknZ97utTPpoMKjVEkMV2UbKKnJdcuC1vWfaYzeg5+yNNmbsy2ovcpDW/mRcDqtekoSieAyKd8hYICyWXUrkzY4jCWMC56GOsi6a6epsXLIS6sGwTi+isbmqYiImy8lgHT5zzZxSXPab6aFLUMOc9unEne7dv1QvnuvPQv82O6wLufus73FKY/2BW8cl3PFwDphrTHcKInfCmWMIwC44mgdxh+g0t8Jcn18HezeJ8jzcbP43V9ij19XzCdRt+bkg3LRUAmBl/8LWHbChRy3FvgiQEGVqITENCmIjEXeHr3BsZeppeUF3UejXDOu4WlfRlS6xthsdJQv9/4O5/1NuOvpLPvcMQOdPQvpSqZ56hb1GmDnY63daOs/6ct9uzKBulGYTjqZZPXyzJXyIN9JeJdqfQiv7GlY9AWijGmEP+XS7d9e6NzJq9SzL/7kGJiFN5KdcWugizizmuQdAQZWbxXJoV5YymysVf35pR8y6EPrSteiM8oOwO7Cs4mfKewWboJLSev9tv+uQw+IHrSZIyYRp/1sQPv3MCrutHyFO8XLVYYgu4CLgC7NrMx2bIhGRAL75MmStcrbKFXWTaV4nF5rK8Gyev6PV+DYkHMJ2tnsap1oxOUVorc3T8uXb9SJcUuv2u5E9fMiccPy/U0rs0VuGGGIQ+e/LE85VCe7W9bYWTd0PNY1rHUbXkRe22XnbY96ML5fPrg7Wg2pgNH20SBp7ic/cv9gqfR965kA5MWpKZlqBHCPRaXFdmVgX8yczX3/98ZbDyPWs6twlNB2j2D4yNm3TmHNQ/1PMV0eTe5RzKkaLU6umJj3/JgmE8nX8m2Vs9GVgqKfiVkF4obiXb5cL6GIQBRvsjcwF6re3TniFPWromX63sdH7HnRUr9M4AkficFs1nSMG7UK3iLI9tzqVKzmxRxr8GXT8DUIuNhu2VANrh9cbobr15gkKdWISO3HfqpoRTX0ymfqsn5cX1m+4pGvTZGuUdTPNOqHuvd0JejvKz0MybjxSxVyIbZS37VwiSfXFrXC4reT/J4lHwdtEt76e+qW61iyicMMTowKskN5UeXuCvlI2SsVF0kMNfMcNN0l3SL4ZNVzN9jae6eXeIsx2k+JKW0b8s8tW8y3Gr+VkSR/0bhStm8MLidMm/+y/fKUvnFIMy6gXIY2uRCodUgxOL5JTpi1VKfI83x2bXx+Utpnc+BTqPvzcgAZjXWmGTyi1/MBO+KwbfgI37VmbNJXrtKkeJPgWsFG9VQVfo7ASbJYL1lRukahWKTykt1weFWSt+B0/XnCuAfYePek1CAOCa9vQgTRwEDWeJv4reGoRf7VLrxsgX4avvo+uqez6xbmtYutiIWtahrm8eONG8LnDKfOba8D1qGnbNBGvfTCPw2jjQEjsZ9ArnFoGXAqKrYliv3a6rAsF6b4HKsxQRURd4ro94/XnL1QuxnMbAYB0JoauBL6JyqUzpvCwiKcbogwjOS/OhGXqWsPNZ9tSoZxfx6nLnxGLmbHAO+kpdWa9tNlNJlHTB9F27QVVYAcdmNySOaGOrGokQhiOsVyNgjQ0zRTgFWK1+ivCizqgOT/NA33GSxb5kMv67P85UOuaUfRaPBxmPeuofu7+MNY8tc25OsymXMWZVj9Xd0DUMql/+z9ir6wBnIxqDqhfoOje7T+hy5imUvzEqVRf51oP5SzZiKfe5LtyTV51jpu2uc+DzoNPrejEwoYl9Ce83KKs7rjEGZot+zGuAufgbqqmE5M8hupEN8rQzcYjQdTg/cP+wygKpGK/Nlf/ueLQNCZdVrm/DgR/cLcSlwIH4b14VHx7mkuHjVjf2PUp2iPg6Mep4zd07tBk0DV+JGoYE29/pU8aPJraItjy0NnFEy98EAnyuDr7GYB+QSeP32kZqk/K3k2cX9Es65pg+KtCexrlluZBTGZ+ktcYM8BxANgDXnur65gLnDhfbtOJg3Yy3AvQFxM/D2rl7wvYQdsLX8e5h3y/n+Hv/l7n9j/XaPUE8nUxwZyM2EjC/1vMN/1VNX+stSf8XfluM25CUARG0fnVtB/W/o53DhjDju7iw8JdIluuvMfI9e6AYb1qS4gapLDhmo7j4OrwGv/HF5q8OQ4gqFLbpOr1+4aUZ5y6ZOvcd7+P0j0nTrxGxcWenISxKFninCuDOVJc6p1Xd04e7JScbdq0VbWcwRT8St8mwH5uT2CUN6VqcqlYwTbg2j3zvu3fUQry+P6jaXWwZU6R3my229j0Kn0ffulNRgChmuA8ihkzQLQEgnW2Xz8kq6a7QcFFd1umc4rDlXM+K21CN4mv0WR6vCR3ynVRkDmpLbQeLPxKx0yMl0s6q0PqGWoxUoET4mSqaWxRGuq3zqTPKdfN2wqRe2c47FiFGKd8sXygPu8RYRvNZ4s1cDwezQFW6zIUwixi3EhyLUtNXVa3Ysu17CuHNDDu0dh91y9UJKx3wIc3hJ3IqBQEQ6Tjs/hZDflXZzl7GjHz6vfjzP+t5YN7mln+xOHozGXb62oAQOhiM9p8mO+NCbGwS2r410RZkg8/dFSvx6ha6LtsTDKl0Yga6RLFDhq3XTqoqU90famusxW0W1/h697EiuexM5Vb7TWFJcrd2d9cjVC2qTNEife3QdZRfOzBn/TXUw3ALgIlUHGNUrYmZ5V36qkt8Li3peo+oS/3lTkpYSdiOeune/xXmQy7vSF230icifAfB7AfxuAN8N4DcC+GUAPwXgx1T15x5X2rUhYDHDRAp0fybwiLIyxbg49niXWLnioMDfgsRviXvPfGoGjzW1CploGrFEmoukSsANZdBkYKWDoOnJrExi+dN+qxtrMlRr0T+ipv0/OuzA3KRs1l61X3hM6bIblAG/bjC6K5QBqM1Xo6TXrzXJuFcGONJ9brTi7mzEBjThwMh7gQAx78vXTEh3Nc33znnfyTlTXfqvgwPlzGXLyhxO5az783jfb69gwFAyeGilj42h+dULnA5ACktcWotNANfK2LrmwknlXHXNGvN9Tqo8cy+aAdlF35p2J9671iVYMbhQDiukYmnZfbPx4C6ULv+9P051nRB7Xd/Qvi+XKrdSxGOay7ivLBmbbsTx5FLrY6anTN+EDaGul2DlTdqsHjETEWrb7487eeV47bXg5S4MkvnkB6fREp/i9u9s+eReU/QETJ/knELew7NgdKuvOoPyIJ0yxxlFN5A+WesGYHVfYMp/sh1kpM/1egWrw16/7fJMI/063Sp/3G/wnfTu9EUbfQD+AoDvBPCzAP5xf/cNAD8M4I+JyB9V1b/3mKKuK5nqbpTkilwhHMRfE85h788chC15GgallcDXuvDvI3uWJgB/Ce5q/kdJyi/Kgww+7W5GflUB0Ff4os0DIAhlIyl0j4vbh5dFCje+asz6Lfob2eBumn4NAxl75DrV9tyYUdieId3VUz+1sX0D7LROL9ePQu/8uJE3N/gaGGTAG4AuDIEHDzA0/d9xbm8Xi5ChLBt8VpcAngsZpnrz3322qvFGuLyDqbRWn1b+yt4cn8kPQB/Pmss7cvWC5nJbfzHO+MCYS2kRHf7NQE6NvSEN1yW/X+mbOQx9TsqALGundd0go2vmrPXc2CqxxPby+kuBSr5CQewKBY/3yd10BaAVbjPkLL7l0XWL5SkAX68gim6ogZwWTL+Y1SLu9sli0crZnBfTExvs0CnL08o2HcntPGpIaqFlu17XQ7bn7FoP1HCJJhlnQ4p7+HxSpxhNGqv4kZhXz8XjtUkg6QbiaGAab3mvXF4Psz/NSFfPvvERRoXrcM1lRH2Vvk+tu32zYjBWmmIF/lYV+cy+44PHmHchKX+BUb/u4cYx3bjyv5fmCCnkGfb0fZBR4jXoSzf6/giAb6rqr/FLEfmTAP4mgB8Xkd+hql+9tKAKDfPqTKYNEzfC9DwTXEHMhE2Ed3gelf2QZ5oJHg2MkfYGzBupLacAZQi4nWIWa5iV7oifQVKYSM3CsbCN05KxFfBhVd+XKJcjRi5PAhh13rqxMrteASINiFmNO8CC0OEsYAOO752r1zLYfr582l2LT1wN1dgz6Oq5qRSis7yu51jj+L5LOFSdlBEX0fMKA5v4M0M/HwV/XRZmM/jzOlYAlF22KugbDLoepkMYX25Mq5iLdHE8Qj5SPVie6R2Ol2DtrKJUp0rz9vxow3j07yv9Q2qc3MpVr4UEUq8Ws4Zsp1z04c2Bfeg9y531YuiN2L9r4a0IOqhlcb2CG4oSeSYd4hWQJEOjmT/JE4i/IMM0tc+B9n4RXe+FYVRVGS+G0jCO05jt7tWU1OL452PZVY/XfvFhS81NdK5XJ/rFiuplXoSmvsSyvQRbA/87ZaDWfWd176Bb90fTC8doPtLNtMD1dDNsV3XzSmZeU5ZOeg36oo0+Vf2Hi/d/q7t+fh3A7wLw8y8uCzZEGXoaNWyAUcV4NcA1OPuKqu2mpfx7lMDe7F0A7ZflOzEeHDQIfF9bBwUqBCtU3L0z4emlouTy7dvdQ7O0I/zJISO4EapfAj3lgmIAbSXAU0nOj9CXH/rgCVeDzK31m4exUbTujnVWuKclrnjec2aw5ePHCeAiA2VAhrQt/QzIrclm8euembrPRFL82i5RSQXImMv7Zmy1MMJ44meSJ6ULdTQBc7y3TiIVSi6rCzsGunmP3rNS7Xkkj0M8YOgrE7dtzkU5rTX9TCcJ67r+jvRB67Ms9/ae3DCJv2vXKwSHs+sVWPegu4sany1ToTiw8ruhlHhhfZ1ab9SB3B4s41neX0JHjD2WN/tVJ3F60yoAfIU0/qUlT05R8tN4AtRXWHPZ1S0cxYWzhFMDZ32wMOwWrt3OY3k3H+cmdFU31Bb5nGjUE9c8i8Z0Pf5dfZ6/tKY3h9tb9Ty9853pizb6rpCt7n37sdmuDQXh50Em9wayMovGg0uf5ZurQkt3r6F2DejfkjfxsjNg3EahkgKsm9ViJnjfuyZKB+cwkNgQ9zsJ4pjIkt+0nvwut3VuvXyAybgvcGa8CtgMcfXf62Cup7xa1/btbeRNw3WPFby20rzRHhqk1T0DcL6HL4HC8SzTxv3efgyOq+kXw7nxMAFulkBB4XKUJAr2/fzQiBkgFzPcou6ROtJxyy8YmoLJcR9Pv79OZibMDVcvJPm/5ANbug6INrU6xwENOY/eBxXhMsZAbVEHraARYZpIiet5TeWdwsq7Mea9+ustKFtGk96ArDtCN+U8Ip/6y/fdmuFkOkwVum2pZDPuXKbM2NtCkwgef72C9DqZ218rY3XVCZ2iKE0XsXv1qHOSD0a0LMnu6FYee3TtbK52Tc2OflmSln+vu2Y2/TMaPNN9vCZ7ii7XEs/+CXg1rsWzrtDijbp3vEgdmF+9IilOy7Pqny7npa6md+a1mu15PK9X2KfcNte3PhzRL9fKMdfvGoNxjEzjnPScdBp9ExKRH0Zb4funAP7ZG5QYMN8GbRO8tMq3Mi4WpChHoQMYFMVLAdOe4RdhcyW/ip/pPnXCsJ6Re94TYwBlk42O5w+XJNvLFnCG68vfY0/xlXqJ9DFT6cuKD96rHSdjnrlvBO7j0zf7QQYi2LYN6m6a6HXru2F6us3r2sP6s6pd0RADx+arhPt9SvrgoX5P2zEa5u93EvowZe6o7opZv/YKgNvbDbbHMB8z38IDau7vVR0vn2b5y3mOBiQBKlsJPHj1gqqSkagU1n4q3beXQK5GXFtVuHhf6Kt0w8erhmd+N9+LI+XVnl4yOLl3lPpL9ddrU3aPrmHtz0yHhj7pvdHD++frJ+qWniPNCIuXrgVgrtyAdC9P0nNuGW33X6/Q9YxAgE28z0jhM129ICWdaRQNdbxJvPfKL/SNGVVch6o38rPpw7z6d3QFsLVadU8MXqq85zxn8lGuXlAykBwLaK6+2YUS8TTFk4ULZ5VZGcqzfHhlD+7Oqam+g27zCdJR78ssfo2xXI2Z6YRbRpaPQnX0sn9n+mKWbk+/zJ6rkRh/V1OcJpkCOTiti+dY6fuC6TT6AIjIn0M7wOU7AXxf//0vAPxxzT5S95dRRcZBaXWjq3HuNPiSOryUd+NgdButlANTKOa8orLP6xhyK5/FCBr4yzwbgAlgtcGGOnN5kqGegtE9KJ6vkQB+zsGxL1oMCDKgfeac4m3CfG4NUKmF9Zk7FWy2b6/H3uQT7FtssqXZ8gBRxeXzUA2iHx+7BWliIBwkgsVXc4gVBID3LAYkySuux1xpWsy1kbfgpV6zkPbZ9XcXMsr67L224qZhjRXtVy+0byCWrgNSvcDBnfLx6gL6VhoATFmvzPTIDMimii1aYAQgYfLcowfejw73k7Bi+IVLivdJAn/eH8OCwthf+9RG0k3Z0Iu+3/TBlg6rynwJ7b8LIy7ydyMQmvJsE0fVEwA9D9IjZfVdqH4sg7zi1xYzRzfNoazDlK2o6wafLvo/nJ8aVuPPZNxjKk+yaOr/Cl3u6dMh/1ymyFyn2LflfKIfYg7pl3WMpzAM9/QE53eNqi+I0Uc1+ObGavb0mcVfGLm8YLAwtdflzuJGL1ibfSd9JDqNvkY/COAP0PO3APyQqn7zaAYisrre4XsBHrxAciIAK9dB5x2dvaKErIiXSe8FUNXYs7dsOjDgrm4spqwqzd7fM3PHQHtMa64xra3ZBRLIdzoJYiOENFDsqyLN/cmAR92/Ze6BV9t4+a2PfBvira/OhGuUcxJ8WhKuEwJkNffObQwjF87GovXfGBDYcLp3f8zewSxjvJfP6FY+qxsnEFJ5X2nXvmGGcMxXikMgzFyqsilJhtjkWob4PgH+1nvtKoALF89c4syo2wF0N+zPm+X0fBQSNgKwlTfDBIRx/6O03MppTEh4TbuhXoIMt3uykPfYgzMBk5LNSl4BFrAOyGm165TwOLQc0HVPr6b2CUCPZ8ajm5L0XFyvrULOWzyyDIt4ZLyM9vSwvbukr8V0uSjxMsrL6oTe7iCdSxpcuO1BfVWPHSJbKj7MLd/jxzVw2ebTO7kj+dfseqHsHY5cMs9XT9qc6oa97/a5XK/APE+FGiSBJW1NZ+9KOwyDqJS4lgufriopRsqV9MnIcmCPlulxPS9PcU/f8480r0Wn0QdAVf8gAIjIb0a7s+8vA/gpEflLqvpXH1FGKFBJsppWEmhfUn+RUi+43wm5onRvopUiGndG5TU2HpKODgI17KiSl/IrK8QAUVta0fHZY8RsdzPoNkr+NQIbXMqoaEX0mOFHVOH2rF29BAJIDbAJIHTNRL/nqq3y0TUM/Rn2jL7Hr6cfw/rMubLLZLRPbots/F2rX+ojEu+nbdPzu8OenFIGjTM3Tm59Kc/H8p7RAABhAJnf89ULDWy1rtSNtjTI5jDHyd73DGSqFUQDdeuj2YwkcAc2FSw8eFzVMH5e6/sfxcirlAFY6Bn7bwboUHR5BnvtaUsAzLLxlTPD3BvAVxa0TkQnYUpzt2xd2/SIyXDfSyfI7p1Xr1coe3t72AZB2vfreZjeoDzxybvEZnx1vtmQM2NRe919D3JvQobG8+9yL/X+qPybJ4fGlecQRZIZ0/3TQ1EsxSXysjopxXPrWPs+2R4puV/DDT/jRSmPaE9FuFl2FO+dKco3A45rK0rpJm1Q2052wuJxJvFZHnQZtvfu2akabhWr7J3YPkmXVvRm5dR0hGVCW6QU4jEdnAY+TZ/IBJlP3BXgwn3lpGel0+gjUtV/BeAfiMgfAvAzAH5URP6+qv6jA2m/MXvfVwC/PxsglA4T0d2qAthTcsfA1WMoeDE4Udf4roPjmWJwhEODAt95dC3PGJyGmewye+wgityJ7BRL20TCq2Rh4IzfgTnLexargp+0Ql9Fy4YygTSOW0v0JcY47rwN7rYfJ+qB7s5p8WDXMkBgVzZEiT2uWJ4deKX+mDma161zS3tjMhwWD1+DhNy6SzB9F/G3rd809opk1+RHUTaqQh6qwRRQjA26WZga0CtGZRhyVK5wnkf25sy+0Swe83edPjI0GEFaCR32bQWcyrnkgWBjIEd7ZwN01esNuoFgbujC4drL6/18M/2XXTMB03sE8JS0gt/OEOW6vu+6VKhvphVBN+5aqq3IGuvXuHJh0p6J2Oxby+at7sDjJF3xBgDAkx3Z4CtmitloaUzQlN7luA5vAvj+XVeaFwrL+sDdtElv8imcIoBekFy3eZ9eFJ/1h7Pke4At4Jo+WIR9AXphTY40MOKIK+PLMPEfiGGRYPHMuC3eSJf3tRGJUShlpfsO0uXFN6Cd9AI6jb4Jqeqvi8hPAvg9AP4wgKtG313lzF4ISAhvyGF3D9FjVSnndszQW6WegV0LOQryKzdjqAC+p80P+kAz9lqg+PPoxiRFUY6m3ZyXK1zb6lV6O69rnPhGpSvarLvhPrHLiUsdNAybYf9on/2PU/cAX1WQAGvJhTMBmRXFnrb7j0Nnw/BllFcS4PWaGXxR+ssNvpkr5bgPphtw1e2L4rRtxVLClMJAQG8Mq6dqtn9p/17RHeqn9sW70Rhf6Z5FH/5QcI51z8zIqG1CdU7Vz5Da8lCQTQcZ1YYAYSDmySnA1BbpqOSKbhnYO7teQYi3rN/cRdPfZx2ZPBuYZ6pD6wLMB+sZex0yLQU4mo6pXgD8zL/35PO2vrbyyhBUOcz8TmSbnnqkLMf9nbVba7Ii96qUg/1b41xoFXLUJ4POpBXBLKHFKNVJHWRRt+H3hD7b1X6mqg8ZH1SDjdPY+5kOOTruZDlZ5xiy4qu3VZUty159nSMnWJ/0jHQafWv6lf73tzwmOxO2ajSQURH/HMxvMSARKBlnG9fAbMkzcdt+jbNGL6a7wX1orwBC3NaxP81WJsGnyam5EDFw6QaBrXhBu5HlRQ0VLzC4L1rWtzcQWSpRI3F3HwZ9OqlDzMz3Ogj8WgYzGBufW4Aw4esWxEFFDCLWhup/7b16X1sBMf7NrlHNYGF4s95Jd1+PC5G7cuLmA/r13IVTS/eeuUmp97MGtMqBC7ggrAUGqnYwi7WjGrr0clQv6VsKzHWLyub9GVKMwqGSK/dOTjGDyw/VGK9IGRGte3RRCMPmlyS5iFMwyRiyNO7DuHnfMBmXfoUC6zOYgeT3Zfaw/uwegsX48usV2DDTSZjLf70mwfbnmUdE1CEOWQkDNS8gSM+H2y/3CTbqFP3KBsR0VeiePbjJ5vmeXloZfCY7+dTpkC2OU/ObyZV6Ep6wae8u5LLdnu2TJHnvrZQPZ+k9pZSRrlpwfTI3DsdWWRm6ey7dVsgsXZWTj27kVeI+rPR2T9dVIEEtsjT4LN6xKxTYvM/93ww+4kE2pP15iaw8Gz/GK5lCvx0gVcgznN75gMnkj0qn0bem39///uJjsquiEqOh9IE9XskQZ5fMQNAKFEGqYMXHEQp+eOuvAFmZDHruEYK1pzwZQlGcdNGwxF8xQ2ijZg4XqHalAcDHo7cY7ToH58QwVBo088A2Pt9bO/TjzzuP9kU72HJ3Tlu1c1etvlev13eDdE9PIXfNBsLs6Hd21RIykHhvF8+w8ww8P++TOhZpQDFaaM/g49XGW4hX9gBM9+9lqv36hrJSTSy3AJZmWIkxZm0hEZ4mFlQ9zPffqBl6UZbh7pmrVwszwMDGnobaAIFG5ztqlX+u+rN9vXqU+jzX5yWePKr8an7v7cr6gtM0meJULlfSNanY6cFR7oayUu7yaodQ0Z6+rsN89Rqx567tpdu8cFGBivgVLb4K6PvGmp4It0yTBJbvvH/QTwNOK3dd107lNfTTrO1DZ2P4m9/tk0BwmV6BQ6Ni6s+h4cJACvfn3dVAllsAiXioJQAAIABJREFU2UDSctKm+vcG+vdVmpyVet2ClZ33+taL1HHBzpUNxns28iJoBvjndZ3Lv+yA6M/peoUV39bDVvvyJunSbIiUOKu24dX/+Qhl4iwSOinH6+XwRlkflGb8Zj7ztDCHf8Tv+WXSF2v0icjvA/DbAPwd1ThOSES+A8CfAPBDAP4NgJ98dNk2b9keYlWpc4Drws/K12b47Aj3CDs8+7IsQzyXZDzBcEFH7Mb/DCPtgkTjXUvINSM1eKsqKGa2Yy8b7GoCW+nq+9pAzwFwwkAMXhbORA7I5/WU3bEwK2Ttx+orhPQwg56YVedZd5gxRPUOd02ByCd3+QyjUJBcWcVqGLN6NosvYuHY+Z5i8Gda9/aeT5XL4KEBggtyi7CBQ+JxkOqJgyuDkcF21OSGcpZAKPNvsaHq35GNrdkVCijXK0T7X0oZbObx9SxlJp8mhazsDMQWnfWAm5Z6HlV+PwZlADPhXzhspaMz+DEgmL7BQs9Lkse+sudaJ5fB16egl+FP28a5ppp5mMsGH1TV9KRjQi6XjECWj9aPuzdBEZswE+fytIasj6HLcmUK/QqT/G4lx3XP3jyeQpNsod+j2d0qp9ckhMQoigybTLsxOZapl7zX7iK2LpnM2pxuuoca3XtkrNP8N+d1jer0k9HHNRBmZlSjRXvs7ZUbdEf+XcemmnK40znxwpiSUkmJM5QNzCdkFnzePBGrT7Kn7+ONUY+iL9boQ7tK4ScA/IqIfBPArwL4LrTTO78HwK8B+BFV/dZjimOwYB2OXQcnAno02zogHE+9y2fNx5VQ0t+E7mcKoGSSH/c4XYXpMnwM6Xvc0EGG0JHfWpVlvrKhuhTB8qjcKA8Eec/E3rjYYve+oPaGc+E6IFy2rEzi08GVL5s15R7HpkviJ/e1ui5jxmUtz/Kos9ozGt2cdmLuhytuGFca47y/aLh2YqDj1zKwaZP7cFA7st1ijG6cDPVaOPdaHcJ7ri1MES6ciSvtcxgl3c4+QU9Xaug12wV1tVbPTPEtGskkDCVcxjACWDlHOgPPdDFPhvlyqrYJKVXAXKoReQaxvunPRQZCHmsYuWKa7puENT1IEyHaapHt2pB3ZxOSdEEYJhWk1vZEjkeun9orZPf0wfSpNeGNo9l+z5ytys3j8tULdQU/y3jk6zyTu2VIo1JYPOdRi3sWG6ZFdlOTsEt8e066aeHGPeqwWTtwmetxN+ijXq/AfXVPT0z0gseVErf/Jllal877Vrn0Ilfaf/M4XwGHAYXdgZNLrBJWVmZZNiHhFAAEFpTozSc9P33JRt9PA/hraG6cP4Bm8H0bwC8B+NsA/oaq/sLjijMUnfck5BPbXqYcM1jIA9XRHJjEFYLEvwR+fCAYTnfkTFiRVvU/U6wzpTtPI/XZ+YqLtlUE2q8lsFW/fGUDrYL1PS0K9L0kLW86K6+X6CowhWSz7Xq7u9IVA/ONH56rt9x9tU4Edi2DHWmejnCXDcAnQKNvWd28vpD+01pl80HE9tzYyW4bYnBoH7+tBjbwNB/Q6/61BJEXs805bgWbx4kBsT1vO/0zw22GQXs8cnlFZnwA7IevqCK7aVLuHqaUdbRT24tnzxcSuQCv7fGCixiWzO1b9wYywMt6AqACKC59u0WLPDdVoAaYDp67Y/W41V2x6J3Qi1tPFcZWbNJCl+1+TYIZfi6Tq+sVNode6DJuRleoden4bvODXXzvn4dJL8/0A00gbRL6TQBgS5jRdAprbtMv7BkWLSvNDd5i08xR2Cddv9gBopZWwmQhO7T359AHS31D/9q3qKGWR/uLkCsAsS+W0kkYSG4sJR61yxbJOJfD92YWubY8jVNByLXzwoaYhcWMZZ+YU48bbTzKO5VCZee2mT5PJ36yHFXEsB//WSmP4/ycEYCFLQxDcqnM8ffaIFbDafoo0WZ9TMwbZ1I8zwoDsL3BWasFrhD6O4iVXeti+YImj6T2kkCHO7vAMz3Dnr4vmL5Yo09V/zmAv/hmBQr/kCSAFXruK4kKmvcU9z0wjcsPPt3Y8xEfEyVXyuOlovl4Xcrd4zgGrux6NLl6gd2k1BSlzWw3o8hmy9LhA7RfBZDqmFVAkBklfPVCuDmaYRXjZh1Yas3nrlyA+HHrfqE8XS3hhiyBQDPVwgjuMek6hzb+U939s4r/O1IDlXWfXACLka6t5M1awlLe3n+lfM88Dt5O8/JlGE4nYEkBc8/MII8NP3Xg5m/Ujk6PfTvs3umuYIHy4FcvHHJFW9RtB+B9LGNvVDRZ12IIb69MurchTgCmeJfhE83Tm5skSA+0XXqA0GRTul7BjJoe17fhjbI6u17Bp3y6TuZJj5hU7LrTDFPiOd3Vabn7QU9DQyXtkGSB9Gn1ELNrW3h8qZoOs2fh1bmVMO/oHwXy6p6tXBRZGSajsmw2ugyPfhUCyTgEyYXTOAyjy8q7uFfFoEfUjDwqTgDBqFOE0yz18KW0945uOOS6+dH0AsAYYtQRwHjQV+1vli6wxxh31avnPZw5ySOvZGOMcRcE84Et58b5rcbzKFiG16H58rg86tOTPhJ9sUbfm1OXxySWfIx2Gpz3MrGfe+BuodB9UFgpDc4hlI7UUyiHtBWs1/Iwup4t6zHnZl6W42eYQaoGpHwkjv9ibxuH9d/9W9gqrA242nnkaw3SeW5qilGpDkJhTGwoVBJvjup+ee1qCTP8DBgJpbNVhlz/PBxkpb5/FPP+QK/0dwXE9o2S/ZXAnZLJEL33mggtvC0h5mBcwQ9rsHTTaxKGKxQUl8tXyV2Or15Qz7PsC8RqZl8ndbgd2H0sVx3jtegoWA9noFfAXjIkIoyPqlIP60lMF9Y+JpLStWRsSNny1ta9r6SUP+qiVVgYQEWHecnFcO2u7NHPQteZ10BcZdPCTQ8NusCbScjIGyV21B9sUB+nvZ6424M1fo9uktXYi9Ccx0TOW6IWnlYLTcbZuNMSNpFj5i1Njmrfp0f1GMZ446XWD0O8q/v7D+zbpVI/CLG8Zwwx75/8d6L97dCiAe9kGWxvrd1lkqP4JLrUQM5uW/BB+VTX0FovRyfJTXNS3IA7LNYKw2SsenCeAKIKeYI9fXKU4c+QTqPvrchd7Uiqp/I8zkKN4bPfO+9mHZxcRUZwYeO6hEFFhlCOWwyUygNln2umxzUF5VtX+WLG2wwc28dnJ3RuOR7MHVJghqIZem4sSZv9dt92awa1Y9Kbm1awpg04Qa9/vqGN2jdQcsmyOLxS15TyRoq7z++7u6qByjAA8wpnz8MGvI0OuklgVcEHugwggj9tmYlWLb95plt1ko73owjFqX38uhH3uBU9HjorXxSL9u205LafxQBnOYrdAFkPM3FqFNcuWJjH8wyorWZALzWTnVrIz4K5vLFRVCHuixr1jWguT3V2eoA5ye1cEG1gOnqjULvWxLLZvC11s0NUejp2jXLDqF+FoHlihl22BYhDqMxumF2vgBImG+D5dv5Jd/E9naYLbEKPVI2HgWCkQELnsQFoeW5pNHMefOKMs7+rLyl3SB+zxp6a96e2RTK6pkRtKFOP7TbT4P58GdzTNSLn9EInag5h9tL0gf2e7RXsTBfp46sXWpaXyfCugx52eR8iWxnXdIFzMBb3oWiGb9YTmlkX0u/B1Zvz3ko6HktZo0RYk6e4D5eWeyf8Msd5L16t69buZQpedPNoSbtJLW82GTOvn9KkE28bvGn8fQKj70um0+h7Q2qis2GcyWXaU0gTUDzFZnUwmeS/s1oXR5hIkup0sfnRQVz4pzE722dksIkVLodRuWnGysDKFvtlbA8fXUVgoCYAVFxpoEJqz44t7/yqApvN6JJOrSreQYe0kyj3B8vafjR7L1bbAIw24yca9Yv7BQF252z37kk8O2AVv6oh6h7tWweazF/UxsaouqI0xo2/AXrGrEeDjw2dY/1sdDe9lfK38FlRGtRir00MxQ1bRd9wIGff0FYEuC0M+PV+bncUep4EHv0I9gQWQXkZRxX0RZwMLGroeIDAvE2egWaKbqIb/DcbdHDwfPR6BfRvb+6XvgJrLuJk4ITRZYnb6cC2/9a9C0xWpeXTtt+FG+VwvQL6ZSvulm1GXZvY2kxvEChts/qCzVR3uXsT2LBxU1meSsDP9AW2uNsd7c68AJGRSZbSrTxTtodNCDU2kPSBCPV6HZJcSEb4Xko+PXPuSdBz6y6XKa4CIBlNhuNlHmaVn53e63eSkst2U/U9X4m2S1etRLMk/quLeE+ZG6aGLSdbP/L1CpXPwBSNRrftnI71hJT3q/q/8AoFZ414Kzo+66r5lpOcqJ9UPkIMl9l6vu+csj61lX8+OTgmmioPJz0znUbfm1ATIBPQJKiShesQEYjOxy2XAW2l3MmdzHgL+JT/nWoPqoXSvweYhg+Cibe9evMKXJRpBlubuepGHB9u4vfxhfHXDL7Yv2J5NDyhXkZyg6pGDL+a1o9q1EGeTi6z5isFfEHVXcBiJt2/hsTfOLyFV/Fi5W+jmX5bHRTO39tVpmM6A6pVdW3G0EEYu/ImICJIQKr2US989f4obfTdXkrav9lklU/JiBPjuFytAO41HGbXT1Cb8WXMALl0KYRkRdwgNOBbXcUmv433yQdcguenodoxGaBU+SzffQrcgJpfeu6gxktJS2E5rwEqkRUlpTw5er2Chq61YltJRWbF/kopi/jvuD50Xxj48+PYmU90A7S9D+i8BrXX3nDI9f6mw344Sx0yRSYJyRyD0AvtYRNU2SxXKCjfe1niCqcrRqOwETg38qb5Upe9yJW9dhMjdeYWPysv53GNdNq+zwnmw8yueOQYloqxPo8/e7oiZGjV62+7QkHG8KTh+HfUM9yuBcNw54dBRavM22Esj/mKCVTCAf5uKHSSxw49iXvncS+zz49Oo+/NqAvasq/dJjz1FLBDZUdiV04pRBHuRPbWXWpWCmt/LnB0PbnG5ypn7fyJz4I3Y0lQ97zxceRpn01yVwW5V4UOCAOM6xBAKG27SBwapKkDUvzN7hC8b8YKUTTjpQ8vnVdbuYtPEopZh317xmtvFxrE4tsSW2JgBGE0UQUHuGFubcN34n5I8MHtjgwpvP0WM++3gw319rwpVXGVLDnmd2qAkmbezfBdhGV3sQ4QWXbLYQ98pHskZLex2taF96Xb1kxL3NPOr0VVqvhd+0vQB9yvZ3qi6jdrAZdV7XG7wFv7+mXZQvLXU0efZfzGK8JbCQP1ySvXK7jWtStH8hUHJtPa9xRO8/Sqm07rtRXkORiAJp1Cr/HVCwE79y5NKJkO32ZG5BUxyS+5TYP7rH3B6PvZHbzEVDPE0CdZaJpDI32rMrtpshxzuhrGpVUZp/qU59bJInTcp6eUxay8yPeq5Kq5ec7oo1yvUPsYt1eW7KwbajwO6+GuJ2qJ1QMiY6Jwc+6/DTSYXqmKwgAGTSZzGZl/C6eQjm80xcAkD8YipU4k7+05jMa5zopSgp/RM6S29EnPT6fR92bEszMy6rKj5NYJUAeYIQ6V7SpBasjsWoauZGg2ObybGGyhqJwJDXzuUXYsycAOAM1kNyeFrStUQXOxMmNvA/C1MH7M7ROCdKXBBmif+baJ7gr7YXlQCDdhhTvWzAxTs8vRmNgHFD99tLuYkpsm8KmtZA6rf60deJVC8MldyAK8tTbzamxUchoMlCpVAEyvYMAvMmIsXPI7ThFwksqalHOrUMQMvwyDWy5nReG6meUI3QDoD87axcf49rrvtaELkmMiwVwzyXBTakGlUzrR8/COVECjLNprqF8An6E/L3vve1MFdaxfVgeAmE57+fUKfmXK5HqFTWl/X5crNdlSabetkuwmHU+rd211HCAJhrl7hq5g12tLZ78l2oOuafEJLatxT8PumA5OrTzhXmTrf9V5LI0cqV0xfT5GRTrjXy3PCfpWYy8m0ZTDlVO0CFlPcbn9nWq+NiWtxCv8+gWXcQPcMxknvhUwg9DbWy/JhdMnerylq6FocaP+uQ0PjvuLXMf4z0bDCAurz1o3TMDV1GOpPmv/ZXpCSgh6ieKWURpTU3Z2VVSE8UohawAA+aRO1xs9oYjvDzePpLbzfoXFejZaMUfgBqlNk2gcI+Lf8TAYKXGv0jOs9H3BdBp9b0bFSYb9uK8KS1b4NuPC60oRNAO4M7BHwMJE2tCAxCEffKhHRgs8AE0O/Chhx6H8pD1kdi2DuXB2oJTu3wtDyJSc7bsJ18+oX54tj30hzrMAqnM3zaC8py+r4VyncLWyFpK+d0bc0OOj18NNi0FhDhMQ2DS3VocLBHKnK2Hzb5fgV1qRUzdYUlwZ3RxrblevO3gR8DCXzDrYtbA6ozmQg7zKTueT2fbWiTB274q2024ABqBTB/l8WifoRLEwqIm58pd4HkhmMfGytn19WoO4GrHCjQyBk6dCisVAS0nXMSBbX69g8qZq1yTEnrcE5qTXQyJPK28T5ob4FCAmrLgOOl61Qsabrd5b/AQsFy6brPMnjTt5x2bfWtdfo2rIAb37dhfnGru6cWrRzbxXTyyvgTfTScdcOEOO6dlKPCjjXANAHbC3PGi9xty2J+2y0snL98uJrZUu+CjEq2ysgA2XFBqMO0yerT+Pxg2PTlmua6DE3zSozLFWRQBsQDV1ITlJ4TLkdeMomfe0ZUTy2CK5Vkx7bqtjKfua4+P2sy+HTqPvzaiLsE+8Keyeu7pMP09OgxQBwqtHMe+EhwshQSFf9m8zWGq/Qfj3WhkDeD3C5yw/U4zNGGqPdvqcKVv7r2+U1k+Ar/iZutxKXEAIXMmAM9XDrMXDnWpvcLXvErPLBDH9Oa7qIOA3uZYhDmGQ9F87UoHrwm1Ag4SvDHDvyoBvvT9kTj6XXYzAuYEyy18WRuEjiPqdWll5fE6xec+bDbQ+4F6onWxFAF2EyzUJBCjt1MCZ65ldsJ6AnvPQQeW0TV1pRNxUZ+JzaI8reuXVKfM3+y1eNw4DEu+CaVolSKQ56Pj1Cr2vRHFxvYIV7jox8UVyi5C1QPl88Em5ssH4FlB8q0cANz65lxvDuedDwTQblRxTHSi3tz4xoh30kTXFLmsc5jpFTbMfGLdCY0zDzJiKGLlvX+wAS9Bqeaohkqxl+QFN1Nlq3TiOzly8Y+VwHHMrj3OvhqhfAvulrLkBvdKP9G7Xe2Hd4s9DLONZT+U+VU2JPJZ0AaL0c50XpU0OXdH+3Pu2F+tl8N8VSflby+fRRMCTy0l3UB3GnFYTmjMeAh8EBptf2ZBzWFeSXYpNllZXtqzpSfb0Pbl0vCadRt8bkauiBF7qIFEVnKWcgeiiCJdAkIFTzj9ASgvTZBgxEBGzAUMpeDbm1sc8C+YD2h6fNX3w7PNh3YWzoaZPkH7yptihLb4KtvUw8Rl5vtLAQPm22aofYKtzttcutzm11VijrKodY8aWfIdyasesSyhgcqH1k/4k89zq98ldxBogpMNpQCuAfVBodQdsTUI7R7PWLiYFva19r/1T71ycgafZtQwZpxzpBy+lfOLlDArZvhpz2gpWqP/qZG+OuX1q1F1EYZdJm1sYLIqFAQAutG2JXEX787wqsxNv50D5GgB5WxpBnfErQ7wIS+mS3pIU5qe/WqiwkaSAHLheoesQ7em1y2r0nQ2q4RbZ7LTGh/sM9HSbmk4KHRor9pvLgKUzMGmn7IJ1ljdLj82rhMYn6Q2+QoH1Fa/5h24OXWGrl14HoRN/Ocx0SgfH+6t+2QgKA5FSmFzR6vqFrhtpbUVGm9q+ZIyGHsttCrtQtTkuu1uX61XcRR19EifkuBqeIf9UvuvZOt4Z1dOd63ge8bxhPryRV6kaaWGYzONO9Npg/EiJy1iHJYD36VqfWlyh4JPzwQdP5dr46qQm73kvnstj7yPpSqhAA9M68B5+62uBE6j2YjWsrTKre7S/qHklRB2GzwP+NoJ6rdVH631fMp1G3xuRnS4Z7gBCYStwdk2QApTW0vY4gSsaWhEz48P3uEi6HDRciHq5HSCo32NQivCVkRpmSvUK0O+z3E3hfaKVOzt9sxlsmxt74d5pvzffL2PHopsxZYqcv0EDVjyzbas7ey6BUn/7rHj/roZbCdyBXbIMoAoZcmQIprrR9xIPy+CyKWI/17SH2MA0d7MNZR+AJlb02pP9Z26d/nqyh48zzQZfdtGKPrDXX2+hnE+GuNTvFLFA40uBPax/shYt9u9YWEuigN+ZRW1DdQwXTqAvjbTvfqsLp5bnIUb9oo9qy0eSeD+050xs3HHY7H4s+x3XK7T/tjHq1mXcgBYE7ZTbLv90FYKFQZvRY7wY2CLzri/ghexZ/97spFyeyLH6d30mW7RGrMa3Tre5vnWU1SW97kVsk0exZ0/8f6lVe9dObeNN7YqJ9AqGv+kdNy+vZk+USjZDyOAjI8t1kuT+zvuKmyHaV9K7HMUqY5ZNl78+gcenZYZWG92trX9Y5cKF03RV15uULtjt+VB9/KTdpOc4fn5XWy3IFc4k7izVlTH1XWm0JHikzGGTdFJ1R9UH2WjKK2s5VZrQ4fHdWSFsIJyDaRrGDZVPOruhjHMh9ULPmOaWrpmi5UcZ+GGyHjgPyeV7jj1gY6eFmuWQ55bc0IGqe5akeI49fV+wjXoafW9ENsCHNmCVl1VHJiUjyWJUsHi1cGQlsXm5dt1BG+3EV9IyaOGMAkrzDM+Um5T8gGHa+TS3Uzd4DDC5UfQJsH1sbgzZalg1lDpw6C4csm1DsTEzLLDB3uta68Djy4R3rm1+Rft7bKDxtq73Chpw/BRgcRoPZOTaF+P61eHO3s3JAYx907R/xYw9vjdrvoePjZkGvuD5ZAP6lQGKlrq4n6dxaUaexYlVgWgLy+orchUt9dVoI+sjbvBRG/qrAfhN5HkJ9OrayvOBvGwi7ABRqX2zys9MB9mbmMhAn8xpT7z/zgyfno9n16dEOAzod1D1/+h0u644Qk+XdJCtu1WGTPZO5BNNwHpvng0NPhKYhZHyi7GCZTzt4yltJeF2EGEe5WX9Rnn1u2Q1c4XUy1cBIHslL0mGSGcI4IZeCeP81cPGe/j4Xwj6QZaxF495vFxsNU88NPjuxuYkHehtqHkK9z+z1fudMfyKkTfqAKNn0AWjvHPv5TfTNN7v7d1qj2/evzqEkowOoZ7EBW/CzShPQP80MqZTmM7fO2Al6sm6J7Kq4CJyrHWcjexcnuuFKZ8jzWvL4Sd9LnQafW9EPDhnwYtDSqbukP5rNtisRJGNmJJCu7KUslcuIFSfUDXAgZJXVUyTJ818kypapLKyuwrvijVAtq1ZkTFKe/osbOsGkilzXusyww9gP/QYNOrl1+ouHmV1THPL169geUbKPuxonQHM/vm8x8gOnsl1iHq1VYWESP03O5/U9s1cBygzSCMQAmKawtr/Likd/63uj3WfDNtcSCH533lbzgfmVbp13NxT06HlBmL5Q1uMDuSMf74DzN27hnZTP4VTE5+3gD2u5XsTg2KgfqlRIma6av2lwsUp9tG6XnTZpH7cO5SBsEE+pe4itrgsHyFXo26wGDFhhBRmsmluXOY+Dpgh19wHY7XQr1fptfSrGHphSS8pUO/Ya3mbO1o8B59a8hG6diJ/IUs5HynWVKSa2nI0hCxOb4YUj8ez5dULJA/1mgQ+VGsIo3wu6KvrwhpKI6UCIjSRNUnHOU/rurtPb0femT7s9Qqz3pR7W97ZPtMblJaPNk05tDJirOplKpI8sKdOi0oDD/1mVFK59Lwk8nB9YrKkVjyP94bjWG9RCclN00hKC3U9xPlM+DR8ISrJNVlcLezxmTFC9NfaJvG26olZ2DE69/S9N51G3xtRbMRnEZYiZkymBOugUcQvDZgV3CMhbQ+11SEB+LqDvmGDeBX4KXEKLPcbMW8FBGcI1X+7ZiJioGIrjbL1Y49t9e4T7LLxNltv1zL0axggfbbe4va1MatP0VDeMnIZAwu7nCKrbPsr6a//VrT9P9a8NrMPm7E3F9Q2+LnLpnT3VH9H1zIIAPkEwOZB5w4ne6AgoFf7ZiMIozDbpwaN/WnQHI9z9T5Jp+tJipEZ6e5cwkH+rPm6wQPpFBHmcetx6r0aac9PN3kF1t+17+mheADEwCIMGFi6AIAxhTMDtCzbtVKzXvgMAG+iWxw6zdwwi55K/k7jx7R8KhiDNrfJ+LDo8yHmst2Lklj5awCtu3D5hcXdAMLWXdLbJJEKrQs6q6F/jOvYP2xlhtzaxEybWN9cZX8SaxsGezGzz1cq2BuIHeRnK/tj08b+o4CMEHF+bJ/RCqwtvlD04UUPHCbzyLXfNIHzo0DslVMveKpnaEgwndNShWza4TGsuXhsNJfQ9sSu1xZG+os51rYX13VYTyc9nfZrWFL7UN6VT857JNZ7wwCIyOTIav576wNgrzetR0qKO1y1Uv+aLt25QsFkUos+sJIkdAXbkz5mmIxPVKybSQI3rPLoLkMNeXIfAOIuYF7RQ/qNWr/Cy+bPQgc3mc4Koy/ln/jKnA4eAUNfGg98mXy9pTY/6bnpNPreithdJwnhdZGpF9bOQWMVS6GnKG+87sCMItYcfIiBxGvYtQVZ0ccq5QzEFi2cyrHw9lvIhbOFf+rAyIyfT3AXTmzY5BPqPr7s3tnbmjccJ9b7ikzfZ6dKM2wC6HCU+GygthCei6UDFQSefxh6KDzbu61vqm48hxOutUu88aPlLc+FXbBaPfZvlvbx9Tr7t+wrfOQytb6WoZazOpCkp2N+V9iA82Z76Wq6Ii/+zXPZyf2ru4nxgQzNgMh1jTTZqBPKf7UikNaeJi5cM5g4qdy7kQy/FnwlA28Wbw4lWD5S1K577LvkeOo6yw4XCP2q8FN9IR1jmiwpyRU6eCQd3V2jWE8L/93C3ZNPCoby3jy4PmsTQBptI5aOc+7gT5X0A5MGT5PJvFKDoYXr8/j18rUGuei6gtUy6JekeH7J3bJ/L15B56vMv+iQAAAgAElEQVQXWn5xiMpczvi97se7hFxKCQsXTlAdOx/kwlnzZCOYZXygunc9lVNfryRd9lI9CWUFHL1spaNyXw2ZtHSLNNQWkt7Gv2NgyNaY3+wWSuJhK+WRR8Bo3kXB2U1TMLsmIXnqFGIE5G3pdTFeRnbZC2ZPxuvTAiaUFGOe6xzvoKdY6fty6TT63oiGGSDgimgp/MQ+13Apw3W69CRgF07lA2W6qjG3o/B+sMuIzdmAIcSGAPQWqul5dG85QBqzXdJn4/nOPfgePf7P9vaxobdB1FYHGk/ix6SzG4V6aWHYUB3IvXNFFVa5S58BSJ6hc7VuQw8ZemaAK9UjuYJJGIP9W0Z+BmgnA4ryYQf2V9BWpsq1A/0vf79hD1/5rmzcBNjLbdZsazbylBvvOu2MaFE6X69QaqTZBS0D0OquGi6c+U7GshJq7p069vOYKJj0m6nM1m/zXsT9337Ngc4AHQZkMktV3NqLy2RCb1JLyDoM3aWpygC7dkee3XgSeB5S0oiHsZwi/+Y8NcfzMhLRRBvsBF1K53z0sq0tlNtdvAhLP8vf2vkYpNujUd+5/E5KCo6yOzfHsDd89YKSO6WlCylgnVL29SmQJ1uyEahk1DVDjvT8JMyfk8HGOkwXda9yPDME6Xl3j97YWu9PtR+xFE8mIjy86oXZ+Gk9JmRs6LX1CgUp6YX/5rCKq/iXGWg0LHuYpL855eiWORuU4nA8IL4qa4E4zROA48FMPExuJZzzrDxwWNXk81qd9KXSafS9OY3qBYjByVeMtAyAAMQGpN1BJCvdBLKkXWOgynNEseq3SVcbEseWm798XslCV6DG84yHI8NYVcCdl77Kpf23gaq2umd73ba28qeAbJ8iDAD0k1Uf+SJ2a01B8xfaMDNmAkhWKFWVrYECA5ox8AkEurUyzKB2ty0R/x5iVzForAh4ODIQbXXOeY53DM7JZtWtPgG2bHWrgazk0smHKThAI8PQ01VjEJ6uRbNVLgO5SsD8KP+UZyHp9RgTdHcz44/6awzNExevFFbTKZ3AOTl6Xa7J6qom7z0ch3QsoJiH5WQs6xX4WYuZvrPn1k71mHTdsptyix1XjqCDtnY1gX+NPlnCPPDpfJu/xRbXIqDnnU4rNt3HIM+ApwFGNbdQcqE0g9FnfMi4swmnxrZrItPxoBXFvAfI9LAMrRqQOWsrHlsUOv2CI3GvV/pC0XcvPqlSJ4csmemDMLQsVGDZ0GFH5E4eeqSH0nYFduHMY2HolpyHeSE0feBumRQG4sXjyoXaUyFpwqfKeJSZ2/ZzvF4hj3zzsNoTeTzklFlPtG9jJ/AeuUIhfpvsgfqkj5FWvJVneSAMLsM3wUk1i5R0gPUhW8nLLcFxWjzTJRk/SW3Lja9sGHXmjCx1bjNGNTXPg+DgLUkVcrm2Teht+PhS6TT63oQEcQzwkaG4gugOmpUVZ82HniVgQRgOvFJUT4GM/WICQGVDrJP18tPVDAGWzRgYMfwe6DCF3HlIbp28f625b27yqb9rhl6cbPkJ20YrZb4frgNBLl2tXWyD/uzgHGtdcnEs9gnvTTMD2WjjSNrdMzt43LaNvsjWV+bMFc3q1lb0vA5m3PqA1gdTAdqJgbV6BigyKAz3YKszn8jZDSYy6C59j4p6xjHrXu/f43QVjPn4P3z+unmdB+D4zWH8deIphvte0Yy7/D5BE51Wd3bh9L1Avr/IPvjFuijMxStdt0DtkHmzA1yyrMZA/SyUpTPgiPE9rly1P0LxcljLMZ80Z7LGx6T7l3XX8vayddEuJxp785o4WAtKl8nNDTA4xuzWlRl1ZMhZvfhaFI4TMLHtCxZwmoizbdZSJq+Nca+7u1+a7s1OZRu1q60wuUuqR4xxwkzL9RmGnlv6LgE0982M0Hf0rhhT+XAbkpO+3za+pwFknmixnLJbuGsq3wOL7FmgUX5Mumi3rbKR6dxeLgTCjRcA5VTepB/9frJeV9dhSofPcJ7WSzQHRSWmLcwyEu+v4YC3opGXrA9mOIP1gemLdX34PjsuTYArVyjYoUg+lHJgT18yRL5+gDmObR+IORf/Hfpidk2Cu2m6pwFXJqZzFHaditjivfOmFI/WAKOsSUunBut8eu19jBUPQwkbGn2S5+Gwkz48nUbfGxGJKeZSZINfH0xplSUGGB5Q9hRsrOLZTBbE3CEB3x+WAFC4HYZeVR9zVTIPsdcJMdB2wyAgy8irw3RT9FJW85y3fmgL7MAWaUZed+lMhmBPCwJbg+uEhNqOAUTrJCLVTwjY528UXzO3uJcvEhcYW9tO9+0JNnyKvtFBcNrbaO99IJu7d1i9jBcGWjZyxOx6gB8lA5dX89w49O/c3xGwy+Aqg7Dy2WkkZ1OogM0EifbNI74AvQ6qHb1lPolfGcJquov/lrKHJ8fLYbPZw1vq9BaUwdxqRCfENAl3GZ70weG9XRsgtUyGX522SCsmx7AVsMXePKWsm/AlHmTL/ERY18WuewL0tUoa2DN+4jCZdEXCpqF7IGO6/ldR9+lFOgaAtZWjZa/R/Dtq7aOphPkevtRPRdO+Pb1cQgeI5dKeL250ASL23vK69AmmojP6c5v8VzK2Qs7SHj6ayLnoV1kHezoAaqWHMeqtKaF3WpKJjA976GdjsKWd/C6px3Z+byQdUjyX8zp+1r44KvqVXgBAY+HY07vwIfROGEeYSYdPCIkpilKnnMIl0LeMSKikUr3YfzdOs9jEe1rx83RRWC4713ku5cF3bRaOBWCy93BMcG/Y9Hlg+AFj2Lmn713pNPreinx1SXz2mwLRpOtSxobrA0qN1+yWOIwkFLopCwMmBmJYwYmDk5yr0BOH2fsZMGaAR8OeGQbeFsaozHnrK2BtVp/29dH+txhQZvXNe7pMAQ+OecNYHrwz/BqNxFamtTUfm64Sg0Q0QMQVvpaBj6hM9Y02H79CJWtnLRUqBp+5cUJ7SyjF4jDECp/FGFa76LvT+DsHOjx8XevP8f3yG6pTn6V3xypF54f3nNoKZQOi2fAKd7BYFezhfrhDNtumf6+6cK6Mq9cg7iFVDjNX87ARnlhtbO1IVP3US3Qgvzom3ecBxGQpgGa4iAs9W57iGLDJGq0KKrx8lzHft2f9UCorvYwuj4rRRRNRBsM27Us+tqrI+2216y9zR+PWU7oeh43N+pVS39D+j38S0uU3dqP1JEOWA++tk7HHvExs1S3tm0t6wvbNKdXtklcNLV1y4TQvA7uYgPNQbw9On8sb64Okl1p+qTdb+ST3axmf0NNfr5DH3Vx2yFuMbTXuTB+wTnZNkHSDRbv1CgUeaUeT0LaawONGSPUM6bIqwSmv4LF0xmpvrkOM84SD/LegTTKKry4qpRv553E7h8VhTdYNF1cveN2Y73l5Lw2rv4cwZWfzkz4qnUbfm1HMKNtGLAPn4WISg2zoWAbwVdhGgGaAxtwkmwLcAHwCRLp7ka2gdV4I6MTxyKxoJz7YaYaTWKDfNizY+poDnw68GrCzEzmB5s5pq3pbWwWT9rzJJ2zyNTf02gpZN/76bH6a4S8t1vZ4tENoDFcdUl0FNFobs/FnNWVwJ2g8o7t6mmHqh9D0FcDNXVntlNKeevgu40xguCrxBQG9Txm4kljT8/dQMub6b0HMxGs2BDNQu3hIe9Q++AFzl6hMK+gzAlQCZv67l0wf145UN2DsIJNcjrl+2b2TXDh7mHMjJoMBbKPQOa/r/vRWgK+CS+sxs6PR7bGGJXhMuZAxJP2Jj0mnLGLPTYdU7EmgISvsnyzowMcnc3rJwjz0dGKAr2tVoX3K0hniWX2YsYa+sa7pDEHwuhEw9EkZms0PF3KrMEOxOD3XwZVfLZNhdj5DkL+X0B9JebqK8VTX98SMK3y1j6rLbI0fb7qhpwreE2erbaoGXmMyiWXVDUSt+cdETMggGV8XTtt1mML1kgNiM+7U6mH6x+7fs7qOk6ltNY/bZia9We8EOVQPnlNYpbeSfy6v6gL1/pfjASzp/ptW1me5N8neairvr7dcoeASwC7g/gH7f8JXE3Qd0uUkf2tT6HaSN/GdBKltK/E8NcYV1ym9MpvkFoqq9glbblnKxybH0Ed9/iQp/56xl8E8d+ZsBTLves7fZlxhfGwYT9w18bnH+NMnWen7cg3X0+h7I4qZog5YtG8ed63YwLbPqsrM9SbvQ0sqnQ0OaQcNoBt7DkLstEt3M9qchzSbpOrgjmfSeOBuQMvcB6kOwnHFU7qrqblG2D1X8gmCr8Fmyzf5GswA2uQTNnytH97Sn3UDuuvnxoY0JN1hQy3T/2uHtji0MBzoxpuQYUP1s4boaWz1TQjgRT3797X6OfiL/Q6bfIpDW7wOcEM3oGFcO8HfP8/ITYgMOzf49Cv/jtngu+BiQE05jA5d8P5Gv9kdigfb6bHlBykZd5SvA182KKNsPiI+IOsRF06NuFw213s44h0TAPg8w8dslnkSCXMwZ42+UdTcv4d8FqcIxb41bXHIbdINKtMzHOZ76cht0xLxallHeWnPbCpDEBMm2XgzAGk6g+8AzG6bnpvnE79pYswnbKzu9u84RdPeHThcoevQ9efckE+XzTQafC0DRQFbtm+OOPR/Sa58D13nI7tb0l5f0jEzN3B3n3eD0Iw508osny2tj5M9z9DZYcgpeOI0yz8077+bt01ugdpGc4rS3peqcdeIx/P8t6QjuWk0658Rh0szafHSlKKybqhGDDZwqa4Htlka00HjZImt4m08eSSRaq7nAFB5Hmp4YKh1/Du2dHuzlQrmyaJsEC/TTTilWq20+ZsSa8Jxkvakj0Kn0fdGlE2gmCWsw8YgTMkVJueWluJdI7UZuHRgC8wA5OsAPiGLMYGjbihwWLhDhtEx1iFUnJsnqoiVTVPCcQIn9BPED2OxVbBY0ZNuBPrqnp14CfS/BOKKZhxPlcwGrC7j2jMrOHZs6LP5fkS8hfIKRW9zhdfFWiU/hwsnu3v6u8PqvgGvqFUz6oDafxqYuyTDjq9loFU+zWFxbPpxpW+rBZxO2g8e9XOYEL8S+YjzlI2xdoE6913mM1+9kPqrchtwnJaOv3h1l41/34omljBmcKRwJbn/5JjUu+i6gwBwBO9IwLh0wG2wiEv9lw2q7GrFcVn3VNDJJ/VZbWMFM8JqPAKj9jtNCnEcoTfhQtoKCxn3uJIBob83u6jvNUxNOK3r7WQr9jGOTMLpqb5rdleOE86KMSFk6dxjYMjTJovSdFJwoV/BxoOZQZhcPGly5XL5KsmyuPHIF6B3vvxzxumbxlNukcr/juQe2Ebx/nA3j8XwJylhpHjBSWRIC4o5OFneeIUC64c1RgHM+HKd4PohItvJuFyonazZosZEaR6bkcZSLs9W32SSLjWT/Up8Zf0ZYxeFLeKnOlnWrjOsbvH8qLBnI9mZsDrp9ek0+t6MhCQ03oarGauNGFAtQR5o5tIc+14MBImvAIoZTBK/+Whyv6bBc9uQB8hqjBqfmOBRfhFgz1bA2ipfGEbirqf9RE4J426Tr/V799qqn7l+ibY4baxh46is5im/Zf6tHesQPr6LNzYk9qORxVYsgLaCCpjxuvnA0g+lgYWJp7OrFyAR1q6qmPE1kq/oFWBj+/LsNDxFACbbzxdA7JJn46GwQxBA+bf/Z8AU+2rmALRHsqEODsJd6Uc9vZf5JjD/ig5RmjtZnNDne8J4JUIjnefRM8mDjdUVgNRByE7qnIHd96IK8NZP/jzM4vOX2PwZAFSUXJAkhUFszc++oTY5lnjnLttk5DRVIOGO1d08jbVmU7H0bn6IR0zmMEBriTZz5+xs5gvWQ8Z8B4rv1+vhbIiZx8EGB5i1ThZXSnuG0Wf8KsxtzPfraACxo9errMj6a5b12GeT+nyKEWOJ6wvji+NrxM0unO1ic3PrgpjOaLoGha8onXSLoufZdVFy/2TeW7okn0UXDB4IGmFZriPtqkU/hpFXKRtGfB1ADYv6G/5gnFF/1+sA+u+9KxSKbohy+4jnvvPtr7qeaIczWf/1cdS+sLbriULmyPUzqTueTNK4JsHGZlCY1CsNQg/W66lsRiFG+2gLbuMxz+tCbnVi3ZDD8dCw9u5xhtbzycNJt9Bp9L0RGQgIMqDKR1T3Te3Cg9GBNRUHR3bcv93/9skPP7FVMnSjD8jXCLR/aYAUlFUV4lxpsAfPuGIAmqEk7VROAfwUTiE+7a697+hGnz1/wtbv4RN3VY3VMl4VC6PV+I4T3NK4aFWeDvgZ6JsS5dWA9rcPFma80t2HsUoZ38RO7fRrGcxlzVY8Ed9wm3Bi/SUGl2LwqabVO3PpDAPPrmFQXDQuZx8Parkg9j1mgFjBVxxVb0GaMUdv59gq3/kXD2oh7BZK38gAp72Lz6X+n7mMWdEOVsndy/fIEh/epsktjAtRqsJ9uxceRzwLXQ05EAoaNYwZUx61f8x0TDqs7bIBFR9euvFm7zYHfF5qMt7aW5NVP/wA4mDK05RZd98lJL1eZHiZIQj0O0Vpbx5KPi1OS79tJczkWdFdvHpYN4KGax28zc2Q0yS3ZtSg15VXGJrxmbYvlm+UtOU8EgVrWpUPM6eOExavyWZMinhclyklGaN4UwMwu1Ty5JDvlbVQpVM+Ncaz/5+9d4u1LOvOg74x197nVFX//x8TGysOjo3iIAgmRFwiRYgoDyAQliISeMCJlYBASFxCuAgjcY0jBA95SCBCyQNIQVEkFIkEEEI28EAQAh7AkRxkhCDhloDj4PyY/vvvrjpn7zV4GLdvzLX2PudUVVe33We2us7aa97nmnPM8c0x5hgJQHN/6RK8tMabtEerbVLlo6lt2viz1c80JjKPbdCBPa6ZiRb92m4eHzpMQIPmo0/inm5Xmg76HSlt/iZM26MNMVQTbWDQlLQhm+txQSOkemDLeiR5GTEPYk+3xYyU8CLW6mjTJAqI/Vel7sbZqHhOBXJPjb7EiPmaDTXxsJDNd+yqTIne0kgWL2B98ZqDFngPGJTyAfgeiJ3fvY+46gkdlL7FnM4vovT3qctC8eW40/fFbuhfaHgGfR8kBBNQxJD9GNVmq4CUNTNmxovAbxmgvEMiC6S5NOj34+r0nI288AYXzMPqBHVnX/SNWZQJf3STdgp065zpTB3hZiEkjybNCymePRcQHGCAWAxaB3w1WqGWl22LPkhPx301Rq/3tatgdeYhXSi42stj7u3leLc7lV2SIVN9vdYO+FZW3dT6bc7W1xwLY978Tt8KqJAUL8EfMWd0CJFfeLrTw0ykMVs8l7dDFmXU2GPzXPUr2AgLg814t1EXg+YmnWmpDy1daxVJtmf13vb8ee4Q251zngct/uK83KYvmML5nfPZSAEjvatiq+YhURUZ9KPnsNdzW7vhl3TQIJyGpWfSW53SgflunjjzVn1odSeD5WtqYLd8AJMBqLo7BEqd7Wxj2Oto3Z7Gcy5pP42Fa/OsLO7OOXl+z/72yG0Bz3UosK5Q8bjN/Tsqb1rvmg7Qq76L6zEt4PZ87Z5epG0SwR53aU3P9fFItgPMGpD955az/q3wVM72KWG7t/daZYrfWfO5pmYpEx22zGVrrMXuomlDG3z8Y8+tWqk9zY0AHZpMvag7vKOqAVCHJNtxTsvcg9YRLffaP7dh4wphMhxFxL/SJf3YtmbmI7Is4QO0CQC333PchwmdNr/jXuZ+MrO4JwejPV98eD97uoj8MwD+VgC/BsB3A3gB4C8A+JMAfq+q/vQTy/sOAD8G4LcA+GVe1n8I4Her6s+/jzY/g74PFoq4ayP06H+10te03C5WO2wp9Ye6X2bEK02Th8Ny3hS0mKlmmjiJu2+Zxq23LdYzoeBexEbf7JlYK5TD5Pg73eFDSfZMpXOBGUIJ1chls+n0seB2BwOH7MPuSDNwyb7OwfvEJ5eoewbBwOYdg6w/pCIhQahvUmPAtdQ9zy0d7af0xdxpMnWVbkWqdpJqlaJO3vOkn1U60wR5ne4DbHycx2oaKIl4bvG8H8yDO6eusa7/ezy3ZR6X7AfQHKhXvv0yt6bXNzB005N3D1zm3rjIhVr9rSrdSSk6kGCM3ARU1uTwShgbJ88859ianQBhERORkplBjTLqjkqB8vnkf1C2flZOTUuaZWslDqWqC7aufI2pMVvRn7QI6P2IOFAcMq6YoFBbU+9AMH7ZvTaE/AIIlfgoKceJudJHhu2eQO8vSKSKHtSviO6HHEUHqq9RRqlqzmuqaGTQiaksWnfzO1+MFUv0Zs6HTf07a5UB5IYWXWHgvnTuFS6t/3kvvRTPcdt5FiMUe5FZkATNa1/HgXqu0obIV5Yms5bMNrkRyDUXZRYtSpoik5uEJG26zZe0YcunZGt28s0ryWiKx8X6kEv96+s9801tjDgajOnLleLr+4h7X4Fp7qPzZMYra+2rGf4FAB8B+NMA/gd/94MAfgeAHxaR36yqP/6YgkTkOwH8twD+KgD/Kwzs/SCA3wXgh0Tk16vqX3rXBj+Dvg8Wynok/QO0zbDeb5cWs0p+V08FSFVBB05pBOXgLgPIAIrY567L01Ssrt7G1WsQakkwC4pu9KM/JYuoQLgfwI6zdVPfPObzIgeEyuciB3LNsGBxgzMjAWIHfnWC7RLKTdDpzxUAE2NL5dZdxH5iF6qqBUYt3fDfZbI9xt/UzZrhllAR9R4y44gLT/2+njFM6urABfgi/tzTgqR7jTFUehfqVtrqj9N+Nm1dfIe2nzMLsvkiCmzv5lVc86fna0VATGdT/Smmccc8DwpO83rjFNc2sc+D+ZsZumAWFF1NK6L6iPZWsfQMAEmes5iBB10oxMHErIMofI8m66t1EL7yxBkm/huMZrFCXNZotWSZ4vQM4ae9VLpMO0L8fm+BupEWPyeapoIxYj0L0g1EY876+IWRq2Q0vd7IV/M72OGgk2xaZkufHh9qrrYtYqICHRixKvacgmh3Hvp4nmxWuDAh8Jcqnch1H/nqwK+7WrCqtvnA+cSfgS4FZHojfU1nv9OFSvRyhmv767uDpflr7K3vzxPwcfm8/lkNm99voUuTwlHgPRgYlcun864LhYk2sBp2+L+NZlg2OoghtwlgVwtZ2NKledQ+jTUYe4mEm4SRe8vsJkG0+jR4D0KAM2sY5xvUJ/UdVn0cgtTFdDE10yqzWwSdnwuQ7blz4G/xvuJqzr/7/JQ2CR4ORV94De6keWz4Ukj63lv4uwH8pKq+5pci8o8C+IMA/h0R+T4Ny4jXw++HAb4/AeDvU9WTl/UHAPwTAH4fgL//XRv8DPo+aNBcPAmgBKUqs2tNsIdkcNJoy4J0YSAHCI5gtUlJwLEUs8WEHl6/b7Zrqu0YI7YG/ynwE32ldsTWW1sFgqmMe24S0joCoemKYUn/e6zeueAAY8EMCBZrOTAmipMgx9s8MLDiXERTxPoU4ITUgwSS9+BK5ZallAFCBDIKrCHeJfBjS5xmBj4tcTbXEgz0GADWBsrfXulfg2NhNKEkemEJzwAeqVDNxlzITUOz0DdZ67POxZwk4JWMPs3N9im2p68F7GIcKWuCRZ0YA/XDeR6HaFeNRVbf1hOPF5VfjeKKnrZRvZdQ8wttlvnvHAhyCeBM3ByCSRR+IVM+qVWZ9T/ahYKQ4ZHeLvHHoid91USZoLKzTJnKae+rzVZOSe8E3S3DSI6SQB8ErKIWb9PCH2tGUAsK3LGRF5ZJ9lHcfotr6WodXaLrDOLKiMx5mskd6LXZSwArJNt5jy7ctjygwslaAd3dwuxgPWgMbL9i4NfoRq1Ha0tn9FahO3lkZILX9Kbv9G12b9leUNnk7/zFhkvrn5lwRk8Ktk7ZQ4EPfuJZT5GYXSgEjWiHFL4+NGhRG2/er3obxoY87dCsWHs7bhJq7+i7uzyQr+OPfsRUkrp+ODDmg60G6C5iGm9l8Tmbdl74/b7ieOa8+0x+Iuji9XiRDH7xq+uLCKr6X194/4dc9fNXAfirAfyP18oRkV8G4EcA3AP4xwLwefhRAD8M4EdE5J9T1Z99lzY/g74PFoL6zhvi2t49dDJci38YW0J39wQBnkwl0kBfkHa/T9faw4xyAL7YQuzkV1DAqkii9jLI0hUDtHAQL+rGWOSQRloS9GHBgqO/WzA0QGDIzGqKjnYSymMSNrYA4Mwtoz4E2InYNYl4gCPeShLsOTOav3MMvY+uhhbO4uN9NzbT2ce+Qc3M/7ZvbLxhbffwzu5nr/q3kei15/jWq5+0z8wkM4s0F2nz37SOGK3uOiGY//m5q1spQA7e/Vs1FZJYFysxhFMcGaKY4/ZU4zqsvjz2Twt7a4OfLmzpUr+V0hqfXYzX7G6A81VBzrVQfIfikUb8EAcQAlLEIW7ZmkyLbXxavQRKosdsmRDYqjoAnhfLLgNXTOmW6WSpeRhjYElFjIUIjUvSJhvxzioWY0XHChfG5HGhTu336VY98Xzdyvbsee05CeyVVI+k+qQOua5xuOL0hNZcK3cGhe0uoSbd4PL7PhZ9ZdqgDvIiPNXFwv74XQZ5lf7DsKLTfpjP8XSNvY9X3ZqulSpTiTJVJxgOyAvUEW1oIMbntcLxXOzzPEdrDfQDvJCWz/RmEN2eEVO0NdQ0iz7N6p11/YPaEgC00Y365IGJZa4vDo1k6vf0b+/JTKsrxIFHaPtMXcu41q7PIRRdcv4EW8XkayGt7dJB7NX0ljgHa2+npNX9aNooqpAvgSEXuUo73luIjt49Iu3fBTsp+S9mUKeqb0TkPwbwD3q6f/ddGvUM+r6AYMs1DLbMm/U29Ya5y9PwuPdmgE9wgAyXmMElZhKgz42NKPJEv5vq5/oY4G0v6+eRGLcsTTEHxAl1TkHe03MwuuCAIcdqpxwBXbCM4dK9o29JA0MXALM7V5BBkjNKQsbjVwybkpfBHk9batsk4jJ6Ma3QZC0RribCOmAapUEwokJ9LwleOmLHzIzzyO9LrcKRemLrMVoAACAASURBVAI5uotTgC+ke/UXcc+P0iJO8P1NWsjbzMEg+vsEUnMu7fSibcg9tp00av2WKBMkIYRDlyTS87dUlBVRB5QbJvJSeJ87NIMcpbd6Ma4kbsF68RwvRirmYkKUBDc8P/2AQuoApO6cFYM3GEi6mmc0RYB0oWDz1eIzi9TcjfbWd5ZUwbRfni+X1yiQ6WqbA4CGywSBS8dpPONen8Ces52jpJKkMm3dH2kxuAwuRRvrfR0UsZbCyK+xZcGfHmZQx+UlMIs1xul8Tc20gB2yK+eViis6GId4yN9K5dThUNHNPeAIRTpgh2IqZyo/7/x4Wj+MsWxkIVRnhnVe0xfU9L80IG8O9VVrPTOcksvpmh8PTheUDzlPs0TxvcQWOVVn64Fpg0l9Yy0UB1+qlNWWbtwt5lYc4nRV6FjLCp3cJDhtirgrbhn23CsEmuuuEJgOgg6sakrE85DWcx/N6h8f9PKIX/yyTtuyv8rf09vZ+KkAp/O++H5DQdmHK+F1Wm3a5m0rSGPHidG8kK615TlEEJHfAZPw/c+w+3kPhV/rf//Uhfg/BQN9v/ZC/KPDM+j7YGFippOMT6o6mxBMlDN3aaFTYKqcx7wDt8gRQ27QrWCSy4Aoj+5PpDGQ3Qvv+wxzMICav11lTOnuXRhmibbITbbz4L9NgfOQbhpG/KchoQygVYxotkqdEZYBhHVKMPsQzMt52wtnXooFnwEYbYwal7hdXTP/6/f2sq/JEA/qQd/Y6dySWlZsIDNWK86ketXVNNdmrGUlqZ/CXDbU3b2uxkluGiK/xsBoN3fO925c1WurshnMdN9ctkyuZH3Ffyj41FJnFU7asLoPv/5XiJmYR/bDhZJP8bt6nNU2CeSl6mEBmAJbBpSaw2ENxshP4PkCjoZLA3WXLdG2SFssac18cYAVPRDKV+/NpHmtzmDYwgcX37FLBiwA3ShINUTcrZ0DVgRojT5YnIQxmUF9QPQhW5FxLAKoNtqolyR+/kb8nVi22MM+i1XzbZ81KlBVjDzR/wBYvB6k1n8BvZ10Wpae87dzv7n2827uijoTCQ0Anepw2hCSfgduxssW6CpLm2vO0d4WtLim2ql8z3YeH9CzJp1u3P0m3cxyPo4RfrfQKVvNqWlN+1xvQeY0kbJUHHMlO4F9jAsFqPp4kwsFVQdtdI8u7+KF2wQbOTuUjTRZaB4C0YdGGjWREcsyv4JA8v7dQKSvO++xL7R8USa664PowogTKRl5Fy/LCfJJz0UNvFVOD2mo+p0++hR7+5sQXdze77sWp0jFmd09822DvsUsn20xzPMPm715S//21uml39ea8ovqTh8AQER+FGZ05SMAv9qf/28Av02ZwF4O3+d///yF+D8/pXvr8Az6PlgQtIXHkrMHpHyxGcCNsQgOTgAPWOQmpWZLAqtwd+Bqn74ZGF/cTW6raDFWyZRE3dXGOO1jFcncVwQQLK53H2Co7hSacZYjlmznAQNHl0aGiucBWJHgb2ZIDfStG8ZHMJMbar1HFgjycS5zYROjFiUU0AtrX6GqmeD2yr29aL/Sm16LVD05ynW6Hn+bG4YmzavnNY0rxNjEu67qyeUGMxdtaCyTBvO4Mx3BG9aehG/6tSoZdgCa9VDaVORJd3omJlHnej9PsFesamf0ppCM3Zx71JWzzMucSs13gOVXHkaltzLi9LwYK0BC6wpbdwiRfatuXE2nOqY2JlOT6pzS80xlA+QjjyeLxKFJ/CaVaQKXAVKD6extI+6PRsuYxa3Bp+rtvgXg6m9/2o+PmvRKnAOoTQ4Cg0T3V1mJlplWEFsY5jVQRlAUa6wdBVaNMpy265yXJXtK5c9gTrf1TftBqoGr3c+zNV1GtRDPXmYs3VZfjssOT8Tr+oKEby7FwtNY4ethy1pv1u3ul6+1MKdhcNfKTTBwzYVCoQfWfIn1H4ch9jrWqD3nd0HRCZGJblAqyTLHprvcAm9AtjEObrjHJgUb2JMaWZlSfZ8jJ/DRDqkITG2+ggLh3F2mQidS9Oi4pwepz7dTpl6Y1w+UmHzDY+Z6V7u+kqdpcnHy4lWuA7v3ue4+WPgBEdl1qaCqP/jEsv5OAH8b/f5zAH67qv7kI/N/zf9+eiH+21O6tw7PoO+DBN4gVlo7xmDvL5facBRw8OGbRd6Vc993ea8v/vd7dGS8xdwehMA+/l0hYa54au2GnUldLZes0YkfENaxhksf3GIlog0BQA92Z4/u8w1X4RS39hXSPgu1sShCPaNUjepugBFDUlj0TMVwKCbCpXRaprCTUFfJyJNNYizTLUOOl28mKaWoDb62tmrd9psytCaAhrXescomAuSdEfcRuxQwnjtQBIAVK4RGIBi0ahNLea+Dub0wM1+O79AMrwjH8ozTYuoyj06lVT57nNu0Z3r9fQRm+uaNc+83z0fPqx7vhwdxyKJpYZOMp7C/BHR3Bu23+ghKSOHg89PXOjFhiqjXGYbJnUJnawUkXky1sOr+qCSKahy5ZBEAupFMSCs/wNzWtUOU4SwNRarnH96uOJip8e/pgjmKX/GXJXLzM6d9ethTMeeS6WBP++qvte/pJrBWMbP0roO4uYxQy9xT4SyGs2hP1iW9HXlQ2Prnz1LP+xZy5wPNK8zjF+5egek197PvQrJJy+ligYovf/udh4AV5es41JS9LF+76vEsva6WhAZK8AZoa7VUC/l30BTaq7ILEUcqmv5PSaj6eusuFGLFSUqFxWkfV1GuXeZ2WV3a8mkeuMacLMkdEkx1d0pVJguHi4T1Q95LX/ahuPcRWM310XmurR0Kdn/34bUx79utcclbTfv6zpp78kHrL0JJn6r+7QAg5mfv1wD4VwD8SRH5l1T1X3tEEXuMxl78O4dn0PfBQp2sGjNed/r2vzIzNHaHDHJAqXMesIwjFrmB4IhlHHCIOAwHViV9Qtbk1i1lheiCfmokqFNXto8mSQTEgV+eKnr7BgqALm5EpiR7Ryy4cfVTA30HtXYuAQi13B3kfQUvPqR7of9vd4LOrZ3NyXiOcah77hEZceYYJXlhk9Her3TLQOqd1s6lpIGh3hnlZj+k1RdEnltZ/7F/vdnf3qXn+ov2TmFqWSGxcxUtZcmbwk7+Y25esrSpm383ITZp3w8kdvv4do1hibQ7jOEEDHsFc/r+LT+fMNPh+sKtTok1ym9Dsh4xbPlyzj9Z021SsH5a302OF6OXadqxss9GqTukCc00C8E1FwpSC8Lfk8VOJfUykHXNKY795BkjN7J+ZqYEkibkY8wyNh2px9wsVeoeAvB127hZzKa/++EyI7O/ErpEjvPHeuR0AcoYjE2qmvE+JfL+r+eLtQ9nspMGhBRQAT5MatI7OLMc6dydg7ULBr5km47Vu2NV51pvRmZq/VtY+88cjHkUgwlmOslxc3jfgO/Seo9/ZRNnj0LxUUJBobdxoZAlySRRizVOe5UVyy5RNMFduRyJuFL15Nzi65SagriXCwBDosz4n5otQLhtYGAW+aLNDBIjH49mqHdmHD1HmWpDkvV041Jon2WeHjNwk7eMiz7k/H+HeRgSyYfK2NKjaUXRWmJtnDl9o17Tvp3lCKWhMnj/3jTlIr38Uoc/+xYSvatBzYH6fyUiPwTzufevish/pqr/3QNZv+V/P7oQ/8r/fvKubXwGfR8g2GIZCCmf5Ka+gk+kLfBiDibL7u4lgJJbiByxjAWL3CaYWuTG7si5ymTfpBhgRC1xB8TS2elYSdN466Xz9+qUCETtLkC6X8ARyHbeOPhbcMCNWenEwKJHLC4JXNaBIYMgU/enlayLKN01m8HdPIIGYlasbQTa6b+3v2/hpFYqzqDmu4ECu3V30XJtrXTOTAC3jQnk4wCfgbkVJ4TlPWP8SmVVA+TlmJQp9gTERNi7hFlpo6Chbw0P5nHqVgI9+5v9E07Qz+gT8E2Mb6VHf7dR4fwQgZm2PQav0ljHJZdbdwsQUXVoQIXV5RbKkXVKlRWFCzOBDn6yWUw3IkGqg03xqXekU2zM/1jnAaJiPVT/Z5XNUHG2QRjVCqmSWzmTo3Qbjqpb9tpFY7cFb2Ew4hKoq8l77eT+EuyIuEszMF2mzAyX7sQJkFL5HTXOAG8MAKEE7nzNM1C0cr08VuP0vcaLQPrYo7as6+rMp4M8oFQ4uV05bH5IdFUVO8ZqRw5/UbWtA4PPN0x7bdYvUxw3bc+FQqSl+3gT/RBOJkC730v0orXBaUNmE2SZqppSb8OAvBZjrXXjKyEei7kt6OuZtQ7y0Cf7Z/dwVWvlVLEC9qnZ6tRQ75wPqLiMkvgxreiDtjPs0/fb228/r1D6UTP/9sj8InTQ+th2cz17ea5J0Oob8z6+qb6t2wvl7PICjxwD1S+HpO8tVGufVrzei8gfA/A3AfhNAB4Cff+n//3eC/HfO6V76/AM+j5AmFnWWSq1n9KZF10gw1wxDNy40ZMjlnGDgSMOcuvSshsc1IEhFkBNYpbMhijOOEGwIlwfnOYqQ1WivY5f8wZpm1z54VusXTAp5JADDjAJ39AFBzli0YPL9tw1AxYMcdDkjpfZmllIpYy3CBWZ8E8XI1YWLddUf4z2squCGGtm50gKqsiTyia105CyOlMrJY/k/MFoKpcJpqfM2AF8Cs+qmKHC2Qy25PO5gUB2Q5GGW6Ku5ovPxyI39VD/4FYSO0tm2Y3It09PY1lYp/d3mtPz/RwBfUNmGntbON/bbKwPhyhzu4F2sCfNWrcCHbAofXMZbUzMWlK84Ds+OZAE7DD9ndcbWpzQ79144d9lmTIkZTKlB0AMaC9vcyiz27axbZNES+s+Y2+/s54bVc0eP/cX05tNP3aZoqcxhfsHcjsABwnD2u9QV9zGrd05edICGLDzu9b2c3KZ4AZV8sBr438vUle+BIdSLZ3BnAinjaFasUrADkvdVTgJkOb48F+OurZ+ifa8tzDRkh0qFT5Texwjs8jK8Vxirf9Id82FQrf473SV47Wv2Z6u1m2VsrduogujkfDMR/scr5W+H+7JvXwND/Q49f67KiafA5UKI5qkr7Jqa0fvh++nTa0UF9+9a9zTQ7T7ypy/EsLS5zUrn+F7+KHydTp42ZaDjVukebpEfdL6xHWEFSgkzZnJ6ecLo35Bhp/zv3/5I9L+lP/9Gy/Ex/s//U4twjPo+4CBmYEAJPMyYYZnALIALrkzVwym0nmQG4jc4iA3OMgNFj1gkQMWPWKoK2aoW+3CAqgbBZFQilyzFgEb769/i1FcARmmj8/m4CEQd6huFjrNUIuplZq7iIPcwIy1HHHQI4aW2RYDpqYSNkJljTam1QmeOtMxIOlyXcX91UmMoaC5MghWJlSTokfeh/katDGdmoy8CFwFzaSQeb8vVc/sd0k2ukQiymRyqu3fYtpYJbMscp792RjH6NOqmnHd8h65ZRB4ntjkihlkpjUt/dG7+vy02cyGp5hHmvNSootm2aV+bwrebF4zM9gqfw9hZgRDKZAYxlSRVoDmvublHAdTEvPI54oDvWCwDGy52iH5pWJmzz7HyL11eIvq9HtQawXpb893cZMAWD3QaKc09Z0Btkgb7Qwmj+Ow60Jhr53GXJb0sDGUYZbd+5Fx0cFoN7RJz6vWzhQqyml65OO/WwayGNhYfYK9OVtp4KuvZCJc+/6ajjnf44C6Y0sAL+/eeoxWnK0DuCSfDVfNhlnW/Xyb9vR9hl07pMZJ0o3qUa7tYPI2BzDVrt1R/OAgbw5B25jGdbq/TTf9lvldrEh7x7RgdqFg6zDWiM1Qnvthcbe5V0kVypGfI4yRGJ0g9yZAc68Cz6dOsnI9OHEqFwpSvxsqdKMuXke7D6eAjMndgVabB9GdfseOJYdMn3xY+Tn725/3LGJ2d0rMrzw9TpXbvJlEjwi10xdtuV5Qrf8A+ds8LPnfvUc3X3eYwGNbYbSn19atruZL/FEmtvpm/nTTljzA7bU+GL4Efvo+UPiN/vfPPiLtT8A+0m8Qke9W1b8YESJyC5MWrgB+/F0b9Qz6Pmi4xCRHXDApfH/P3DAs8sLu7Y1bHOUFhtzggCMOuLW7fKtZxQynxLyc17QGNzBEscKMsVStvLlVkNywPIXf5wuwM+SIuMu3OOhb5AYDJtk76A0ECw4aUr+BoemYwa2GImuIjam5DFBTKcoNFtumhluGYqBccjbT3mSOddqABN0lQ9yFiHt7/k3QJXzllqEY8qqBGcACo/Y9SiJpaptnYrjO5l/LQe2qZokz+5kbRjCFZY017/h4uc3ce57085SzliUubvFO+KW2AADt2xR89k1TiYHALFfVqWz6OzHLNYZzeBfAt9tJAgrO1InAwJ3mWlIEI+YrQbUYOldtkmB6QCfaUuXnLAlQSEAtGUPpJ/0xqzrwq7goYwSXJnSvJkAeqWn2+lAgLMFYDEWsx8oHT59Szbyy5/RmMFtLdZHaGVGSXieKeb2u0lnMbJc48kyZmT1pMcRvTvlmRktaOm15CbA5AwzQ+pOI65J3zbh1k6/5ymyuVyYVTq0juu6GJWgGfM6eiylzelKrsat6dklB0N8YM/ViurTSImkdN/56Xrl97XUm8V3W9F7oAM6egtmP5zkIzfNte/KYgfBCqSgjD176fVfUHHd6kes4/YrGwad9oyEj21F38WrGB7zINSt8WGIHPMMbWv5ifcyFZISubhmyf1WjE3Foo4h7ek7XR+x58LTIbz/E+mDk0GhQ3lPLZ/ih8UTjpI82g5Z67t+zP/PfvXcPxxWo9treQe0vKM/lGa0+pAHu57bxDljH2bluNm0jq9cSeXze5AXIWnttP84JvU8DK7r4Br6H38uYS/lqBBH5DQB+OYA/rqonen8E8I8A+O0APgPwxyjudwL4nQD+A1X95+O9qv6MiPx7AH4EwB8UkR+mMn8vTFr4R1X1L7xru59B3wcKdj0i7lqpbQQtRakR2v29MNByxGG8xHHcYuAGx/ESR9zigBsccMBRDWQJBIsukFzcgjXM93swsLeG/M6CMDEpAiPO/BoTAj91i3trC8L/3iJHCEzSeIBJHocuOKipm1rqxaSReZbvd/iIKc5xSkZqxSpEAv1OX0rFJGRhLCU7ZwlMrLxDJPRLKpaATtKq2cP39oBiYJWeN32gtvHfAnwu2UN8pzLUsuoJKQmM/KHmuZ5d0uRSQgkgyHdzAGnuOdSu8jDXW7gBZhsvgF1nz7hnYTanvZ+YxhgD/ltx9HvaxHrKd91GiEMDgZA55M5LFu0IxCGZlM5w9DsoW1AkY0ofcyWlYah8XLbM7aSbojtxCeJyLU3uQdK5cvVBqF6hO4XGwHbpHhthift2trTiIATOM/d1XFJwUJvj9yVgV98q67sYZuMzuPK7x9nM6hKq7bFDPNdaLrhVoEnz8MzntsQzH8bEumKA5Tn2HKW7gaW6i6s9H8cRIxmHOHwwhIgTddzHfao4HgXZceeyXakX1vGFZbvPGr4vwNfNFO3VzOtrWzfPu2Kw4wCl5nluhEjaIjxXpYoalYYPjJp7BUi6VymaQGsjmzPyd64VtRd8OFM020GgOtURyf0WUYcgNQDGPCYO2gLsRU05Bm09S79PyENMz2WsZDvuu3T5LcPT941t258K/HidXOtLrlP0Mdorx8rag5AP3NsjejNtFejrfq99Xr+iDL5NZezRzlp/jwvyZbjT937CDwD4wwB+TkR+EsBfAvBdMOud3wPgNYB/QFX/HOX5LpjT9u/ZKe+fAvDrAfy9AP4nEfnvYf7+/jqYtPCffh+NfgZ9Hyi0k9KNqkyduJvT8QXh527gxoy14BaLvMARL3HEDQ7qKpQuQUM6Rs/9AKGuZSqKfKI1b9g7m7GSkRMqtN3hw9H+d9XSg1i7hh69XUs4ZcDBpXwCwZL3DQR1t4yBQjUzVNUKQBFjIwH24vSaxtgbzWTT3DKsmDfO6KS6uqltlbXZy0R+i7zlwLQ+BNNXrGK1En6fx1RTHfDpCQUKDfitwvf3SHXVLeuFsZYgzgb2gPJ5t0PgaayZRlvfdCdqnhf0O+/9beuq8i5xgNfg3d5G95jQvjS9r28UKy3OQ5WyCc35YMLKOItL9VKF0cpNowbNOmVYoOuAqd2p898cB3h1rjIKgCTRg9wk7MQBTbLAp8i2zjrwC4azVLhKbdRKrBN6cdVmjfY5nUpQ3MopaZ/JGsrcQf8e/CtYVc1fsf5qrDg2WtpjH8d0dHCj0/sCefyOHcEEyOrpkb/o/rBS+nhSAmotrkvkqx42UsV1F71j2lh9WbfvSNV9bvd2PXJZF2jAg4zx3hg/dV3nDjQ9z2Xuxe/HbUr0w8Fa/6X6bPEC2oJon85Jj1gDde5Bv8PFj4OykHqV2wStdetMe3OvEG11Vy+xkGPOS66/KZ+Umqa1ObQWAszulEmq3TMNY7cPNg8jG6tWz9+M1+beN+KdRv3Ndk2/bdznH/ZA1HaemwuFiOuhOyLZ8mFbNc4CjPMK2zZPNyqcczvnQ9nau4t/6nkuhV80QO4p4b8E8K/D1Dj/ehiguwPwvwP49wH8AVX9M48tTFV/TkR+HYDfA+A3A/gtAH4WwL8F4Her6jffR6OfQd8HCLV89hZNnPq5r71xMHXO8QJDjjiOl7gZr3DACxzlFjf6Aje4xaILjmqWMQV+Ly6IgbqjXrrkLy65Gio4IzhIgF00JOmUOm20TWNAFvtrhlrcJUNI9vwO3xE3Bv4cji66YKhJ+g4uQRBvA1XjUtAOIkJ/f4VilfJSh5Tw7fyvxAxRr6p3cCIo+V/cyRLERlmGWspyp7fXJapoJbChhriLODN19pzgTthQyxmrOsDzezyrui8+An0JGDV8dZURFxsvdtHgQ8CMnqKpbXWItGNdb56rM5MnkbNvGtjbxHYZxEtnjm+7Ye8zHU2KBhSTRt8VzvAZU+bpg0NzKTAC5JCULhwbF/NjzOLwvFy+MZXVhlIHLmldxk1uEuxuafWz1C6tu6EyWmqlvb6y1OnDI1VnADRJiSC1Z2L8ot+QGqdw3iwtRbENtLry+8SBCn+hHtft4FbJ+2HL5O3NrVqhWziytjf8m9dxqVmSkRSi6wXIvAyW8rlqdrbMJfRNxbK5Wti7p4e2/rOcLJM1HZDrX6m+4D1tpKvHe+u4/8bOOu5UpI/qHN5mXe+v6aIxM3WntBfUNSvVZNky1/+oIgagbe4j94t4ke5V8q647xqqeUiURxmxPCHpNqHUt2kex55EbhKGN7ZcKACzmwSmI1m+77nx6dgVwhLSSFruJfSr8ZPtME4gpq45IF5HV2YM1OI09+MR9Crjqi/z+ubfnXqQXYB8dw2oXApJ/K4E3ZnxvbN1V3AGazN/si2jg72uxpn15hrv1cd6j8XO+/tmnU9lSNI4pUK3fW+/9FK6vaz6i8Z6p6r+bwD+xSfm+TEAP3Yl/v8F8Lv8/88lPIO+DxA2cC93jYANC+z+3i1EDjiMFziMV7iRF1jkFrfyEV7oSyx6xI3e4AZHk5yNBaGQmMRegVWAs0qCo+F3lIJxHTIM+EF9ZzMGY4ibeXaQqADGEHOeLiNdMizuJ/CAGxzUDcnoghvY81DBUQ5Y1EDUIpNipHRCveYJNICZ4SKz5anSKabKaf+X+qOX3ghbSXVKipDjLsS4J8AroLf1v1eSv+03ZqDX1TnDAmdJ9sLSpr1f9ZQMo8U5CFQDhUBIALorhlThAkqKkEa2tIE8miI1Bb3llw1b7O3Yvc81xnO+eLzMfm/Lf9tg5VwCeD0Q4AeBIanZwQAuQE3N2zJawGWIl5En502Fk+c8Qx1/bgYGKq0xYVwP99PLcgDW8kQamerLKsvHnUIJmNX4pDiAy2ttp7RzXuqL1cZ9v/CtAGrL/hp7bFh35jPTlhnkaPu3JG/toC79YxawS4naCgNwYCBWUrp29zbKbCqc5F4lVaw0D4HghznZzkndE/yeXT3k+rd34m0r0DT1Mcdhhx7sMkmdjr99uEwHChrt19v15Lg9TPdn0GAwo03TJ7hQ4H+3AKQOZeY0Capk5E4Se3KCI1ILbW4SvJqmpilkeInXk8ReTquT+IMxUFLEwVoKfewe48+yr2ca4EZvqsz2KSR6qvWjlYFAMI9oR/8y+y19uJwOYC7Py/1DfJp/kwbVVp3zEljkjl9oL5e9O/0VzYDdplrdrxIglyyXx6qMyO316zl82cMz6PtAodQ7QYtl8f8PGPICy7jFIrc4jlc4yivcykvcyC1e6CvcukrnDQ5uAdMkZkuqodiCPQcTLwVQBLzxaErVIl9tDXR3AXBDK4N88B3SF+BBze/ewR2tL7rg6Kqmh1DrlDj1tHYi6pMCZkFa2KxMSrhkxaqKVVac3VjLGSescGBEUj4GW33c95hSIPwtmYXCgS6R4PHozOnMQLD6V5hoAVCAVMOdxBnrenaG7NxAoOJkpWjd5UsmsxlrOWet8FqUTDED2twFPI4lu8LgTdLXLZiOeqYyrpyi9e/zlB0j8m3zdAAhaczCmNxghHoa57CohD4vwvl53fG0ssoQAatM0mEAx1OZM9tpYFIBnU7JqS08ZztDw6Bum0c28V5HG8IdqNd28G4ohQ9LtmMWb0ZrxS5XgTCGRIwglRhhjntsYBVL+1Xq3J3izLN5Ms6StJrBHsBuYNJtinjO2b3CGurXWnTX6YTRXgaR2tqBTF8q3Jye60CqcK3EtK21Li+qb8Z4XGMuL4W3k6FUnY2rz9C/+dxOIOeV1DttOUPd0dKEsTDwoYuv7ae6UCg3Ld0IWJaQe5zX3fpSxmCCPrQ+S1/zNUYjnZgXXSkeYnunOCC91JqndZ2jIPN6J7DXfOoFf1EHwf0LSe4TPW4GxJfDtbgZXDmH8EAuLjvW/kOzVae/25Z12nKhlAtrZrvmOAjlpb4SqIpvEF3frqD9vTnrpsPgnLZTy7aHt1T6Tr/eGvB9GSR9X+HwDPo+aAhCuviCDlXJGyzDLHQeMz0RAgAAIABJREFUx0vcyEe4HR/hVm9xoy/xQm9xiwVHXXCUBYtLzwQBoEwdYHWifU5GJdQdzgT0grEoZjLUrcxPy+KbkwJjmHEYsf+X8Auopsx58Lt7B7W2HeQAM9zi7uH9BFLUlFc1JBUCqIoDVGYRXTopxVqtEsZODDip/15RYC9O1tWfO+Wym0Vhmt42XTfO4up7odDJDGkwuSElnYFz/K3nuq8TrS3XCwHiCAiqS/nAqpxaqp2h8pV/4xkIYwxWNRFQUucEeGPQzZvaPS5thjFfZgIdc2fOF23c2wm229LlTXunjcDOu7BQF1uVInwomorKKPWq5IQH8VODvqcg1bYAIAwiBdNIptAbgHO3KAjmK9IK/M7boI17pGpOOP5QdfUr6Sfq4m5WoqK0/Ddt+OlSQQEMn8PqsQKkOXhn/EIVLJlZT1P1biVw82n/aPHMGM7Qu/KV1IUsDfozx/H6uhQX8RyYbeE7Mh3eXV6z2v7VXBPNgJLTzjhlrzilOljFnMrXKnt215CWeV2yF9aWel6gLPbGB4317/V6WglEgJCfRJ/i43AcqOxLtOA6e3ltve+v41q/fR7VbdB61/MUw8qWXrXunQbQCgvDTvPVmeVaZ1wf7QmxPmLejVjTyHzhNmGMYMppjanvxwHCEzjVXGaAZlLFyU1ClClFytO1SgAvtXv65bLB6Y13zaaA075B41lIMfuZbYZihHuVjK8rI0G75i+0F8c3eecZco3y74UA1g2O5Ly/tudMyR9IwRK+fX9+nZpIey/TOpWWtsIUt2kYrWGgaI5XY3OIdnXaI3rcVK/WOEkVRi47OI77ChoXzd81NA+P7HP48oVn0PcBQpB+I7Y25EMWCI4QOeKw3OJmfIQb+RoOcouX8nW80le40Rvc4oBbHHEjA8sQHGWkeeURC1eBs5hK58lX8wq7u1dsHG+wRLpTp94URdWZjjEGIAsWcYfqYazFrXKaZO/GZHsqOMgBB3EJpJh3wTA7Hda9BMjT1RWKoX7m7QRtDZWm/M+ZGVfn3LxH3O+jfYCZ4uxz3pxAd81gjHJ/7m4YGOxZFcw0BoMXT2cEYxhuGRjMqatxsopngsMEeGd0hs9Mr2sycytZ4VyJmUBX58K8FTLjxwPGfzm1Tr2eN7qdfJsyZS/VpmX7cdvNvMGKYLZmlVs6jbf5JjnHgzkMxifSDogzUHFfp8qwF8PWA2aGihjGSCthKc9BWsz9bFNtzezDivvOJ/8RRvbDmV2tdVXMJefzmStx2JJvkjtkmtDpQ40nUw/lMuhXfedibK9b3tze6OtSgctxe4BvHwTyW8W8bpFr12PZTQLY9YIfLq3q7kvYhULdo2WXKWVZl1TV/b4dQGlJYlhlqqV1Tj7KFIl0UQcQEkMbndmwyzQWUl8JbW0j8+wHZuX34i7l4cKlxdVuQOt5r6yNena0Y3KhIDQvY6wk1qWi/It0Wp60gONU/bCmLF6W701bc7acBCJqbhJoDdtBTqyQej9QdCNHIU+B7O8YUYYfQQqyfSPSAqkCauu7uhJAWNg/gzdKATu8jVkQvgU9XzwzRYhQfmmfHuav2r9mzXnZpOQcE3UKUv8IzNHX/IU0077VAV+VUPvgDPQ8TlHzYFqBNecZ7E0gD0Dewc0m8b7NbbG0u+3c5KsUsf/0vFFmrPUYk5VAnu8h+QEKCD45PEv6vtDwDPo+UDCCq0b4x0jJ3kFucRgv8ZH8ErzARzjqDV7qK7ySW9zIwI0suB0Dh2Gby9FP7ONAXwGsqjipQFZbiKsg1SpzixRuCxAb3nBfQZq/7c7fcLcMC44O9o5Y9ICjHu1GoS44itvoHCYfXKScHJhqJ5yZRjIqxgBtmbRyXBB/V5xdrfOMM1Y5O4wKVwZnlNEU+9t9mXmlcAmIS2SqhbEZB8hjgCf03NsZ4E7od4FPU9sE6G4e4j5fSfkUp2TuAuwlCCQLfynlIyZzZuDK+fplFiyHAsDG2frVLPWdmGHcJtwj/ldbc7HG2uCJxRDZxDL8EHXQlsAomKpQ4fXNOO9vwp5JxSn9LyajKXk/r/w0RlsIjjT1KrOiW4yYp3Wm1DrAcEiojOJg9wETq06itb1SdDcGDSQ/mG77W9rvLft2vZ1vG64wZ+gAb+93c3reGD4Cahmn2FrZ9DLozp1Cwffo0g1O3sFbexkpsvHy47AmD29Keq8pIkLlm+qzQyRkel6LLNmTqa/gdJvBfCzDFqPIUgoue/9r1wySB9MWJz+nrXeGgXVai8GRluucXB7pkFzIuG6gBY/TqJrWYeT3dQvXBslkiPu+JLmTzGHt8N+57/q6ryuBRRfyt6drRpcAlyRqa2fUBhQf0KhSgEfUPTqh/x4b5Mqv9xEIGue7a+Bszv0Q6Oiw60IandcLt2XFXEeM/jZffbZ5DW6kcxxHw8ouEyaSXGVe+gzGWG3yZXua5d45CNKd2DSufYvR6e9z+IUYnkHfBwkCkQXmHH1A5ICDvMBBXuJGXuEWL/BKvoGX60u8wA1e4ga3suAFBIcxcDMEYwgOUCxiQGoFUsX7BGBRA3t5hwG1fOPgxyKMiSgVDpPyrbFRqUDkgIEDRA9mhTNVORc3InPAQQSeKuVjB984h1o7nZNB7ErW5u3pVCgmMIg6u2NyA3tssCWkfiENmwmzqUblhkwmqaO/8V8pROyxvduNqEv2kGqnCUJ1aqNWW8NCJyhdqXHW7zLOQsxW86N1wcTz+sCGsDnZ20t2jai/K6HvJ4m9sczkVbpgY0Xju2mqNAExtdyCXaRhlwb+O+/4SagWxjce1A77bSf1C70rJlMVdkgSTJ5zeAyT2PpfSQ/sOZivBgw1ytds19YtA+fLnRxhZKZGLNwkFANooYBY0INwp8DAjvPVr+39u73DEM7HxjM4bj7RvxzHQC5ie329Nzxn+lpVShfrKSR7nLJAG1vd9DJ0KpPAWahkGi0mgDfVV2k9Pa1plhiwmni+o7RBKaE8EvN47IRHg7wpWz7Na5fr3AN2e2nnUkN6KJRKM1dzoZBdlhSQQSOn1LzrYhOLcfrXDy8K+CUAQ1d9BpC/heIs7QDf+UvpfwOT5QolQJs6Maq7gZo0q6x11vrP0ZHoe4GHul8sSd+svtrl9MJ40gBm/sfH9c98Me5J4dp8uZS2z7htin4otF/G0/a6S3f2rrlesGu3e4cmAbOmMmWK2+lkr8/q5MPgDc83pW359FLc3u9tYBr7cGI1XuWLDm9JD38xhGfQ9yGCAIfxAsamHbCMo4E9+Tpu8AKv9CO8Wl/ildzghSx4MQ54sQiOAtwMwTLsQ41hLFhAg/MKnBWQ1S1tCjDyPgMbFZlPxG37G1gQPsDiMHTIghE+ANUA31Ht3t4BBxxlcbA3cJCBgzO2iwgWINXeyux8ATpRLZKuBXvOyFtwDpdcqicm4Qufdt2ROZ3Sz0TR1fjy1LQZtWFXDPyufs2MaTGPoPr92cHcKqWaqXCDLHr2Z5P6rX6alunUvs6qZ0DDyAtgKlyav22Dr21M9gjWLnHnuOuhmFygb14zg8eZHkc4GQ70BsXGFWpY/szSNEWaH0+rk+Hyw++12Nx3gBJ39ZrqZPw1kBRliPkhSf93eRDiQCzclCAYwyXaVSf/Cbw0QCaBO1KZspEkKVjynlJ1SM3Axp96Br77V2o2HSpZrZW5wNhWOWvs5uf531cCl86sSpcb9lyXnrdxVYuiwGMHZZGmGIyatfsSPjbuZLQioFhI3tQZ17OXFVI8JEUKCV0ezgQAybvSmmt5o/5JdVbaqGOlNR99mu7tYrvmuyRhZrb8+T0xNULfIN7M3H392wFXa0/8Jkl6T+W/tSzZCq8NTyyQdvAD4dk6unEW4RkuOSRDooxyd6KI9czAMcoeCfbaOhJaq96HdNkS+aN8TxYGolQNyI7RD1u6Vk4A2XIT0Vw2YH8cNkELEM/j6dVEEW8ZJxfj9MHDRml/u+3ti91BzvsdQHQd8MVapEZO+1xQCM7TVTLhBw9VvlBOK5/icm+eD2l8mXs/8o5d7gX+e6przgfPJ1mGt1Pmoam+q650YIF83vIQ29/ExVGSry6I+oUWnkHfBwiCgdvxNQw54CivcMARL/E1fA1ftzt74wZflxu8WgxEvToIXgxgGYrDUBzAi1JwVsVZgRME936/6zgEuipOcPDnwCdPhHyfNWucA4oFYegBCJUvM9wSBloGBo56sJt7MrBgwS3d2zvKwOJM9JA4EeXGOmukwRQ76VM6z3bgdnJ1zlVWnHDGWU5pqfNM7hnC8ImVHrsOVSdIiU4w8WnQAux/rxtsmcFelL8mNAUKeBpzlpI9cekd3dNb1dVP9ZxuGaJETfAXZZ2TcUwonAR7pW+PYv5mVY53CLwVdctoTNwnov4kptLKCYnWvNGHClWX9pQPvHL6HUxWMY1DyGBL3K2LUmRA0thK3AOy/DJCFVPcCAp9/0H5qA3RrlQdE6nxCoZQgXIDwmNUc7Lu2LHVzxiX7TxEvp3fd4DGY1vAr8a+j2/JAmZmXSgff8FYQW8fHjp3VxD7DwZ8c846pGCQ14Ef343tQNHjQv2SpXHtNzCrcLa7f+FOAc5IMW1Szyt0P5eZ1WDmpvt92fVIoyHdm8EelzUP5vtmwOa59wjCk5vOvqXWOiqIlT0qn3AhuamAj+4sSmiuRJz/HQTmIne0SbaS7ryx28q1dmZ9Cqcp3D/papop/aN1OWbKJw42Y1fyt5N6aTXiksq0NH92m5Cd11Ze0VMaZnpuFIHBwJb87D/P5cRSehQw6LzDbgqpKS67fb8s4etgL56F2jfRmStqnNt2zrR05yrFFRVOpgvbfNjJV2hNAcx3/Db8DPWl8RRc3oPfSC734bHh+U7fFxqeQd8HCAMLXo1filu8xK2+wK28wEd4iY9wwMvF7ux94zBwOwTHRfFyURxlxTJsa1zEJOIKYFXBvQKnVczFHgQnte0tiGHyF2DgEoymYKipc9aGZ0zugqVcL+iCIxZX7jQXDAcZCfQOYtK9OB2Ne3xepLdBsKqmZbGz2v1DgzmKs64O6wzandx1wQknnHFvMbJiTTcNxJCR1DCtbUn0kCQ7zniUGQ6S1DQ2oqhXZzIL6Fntp2T81nCsnhLIk1vfVKS6Z8af3by6MaelQ6/o+vR+P9Fb0hk4en4bYrsTeKPrDBTX95jNOtJ08LHNX6fsQOwfDtqUwBkAA4L8dep7Gs8Uz3QaHt/XT7UT8E0SP3sfQHQgjD6IFjizAtmwTzGc3Z2HFoD0uM4YxLxDlmN/95i5fdAXcT1HjPXs9oFLkp3f/S1z2peY+4zVnbbt4Pi9oPRvvdnK8Pgvp4sYRaduDPoqXglQFdBrqpkJ0OZ8tl5jfM3Y1J7Rl5Dqab33wxj1PNzWvFejYSimaEzr60YFfjsO+wP8vsHepgL/y4x5Ion2mwGO8atEnzXSV3ysKwZiyHz2riQSJX1PpldRkqxsitH9umEQcZZvcD5f/yGx53t8peIc7ZTqcqydphYa8VKfzOvroDBKDG0BMiKivQzFbGDE1zJh5fkLldRTWly8uXSAMy/hvt4ev/Xkd5QAHI8JDwEPzbJYQrWlLXMeSqV9LNlCdfTvqa4XUnqf+zilyoNaisp2X+6rlSmdVmS++f7dtpx1PU9zpo/ZNt+1tlzuw5PDM+j7QsMz6PsAYWDgG/KdeLHe4gVu8ApHvBoHfLQseLEArxbBRwfFzVhxMxQ3AziMFUM0VUVWFZz9/1DnXNdQ6TT1kXDZ5DfHJnYKKOZTsOiSzwMLhi7uauGAGz24lM9cRJhKp9g9PjcoswgMlEptH3wdQKVUt1fYc7A2ZzUG6aymVHWSurV3ximtdZ5Tusd35wzRpgSTeSoZpN4ws7eSvQW9L3nHlqlM65oI6LwmQ7g6kxd+9SzOVDrLP98KXe1eIpIBDabSgZ4Gw6iu9+/PbQZ1U8/vDfE9qsQLGwHrhtRLKq3Yj2SWACgGRDWtZSJ4QR3EN9apvJ3IGyiLuSVixodMjbjcJoTLhAB34saIoATSJGYBMW9qjkbCMMSY3XsEYHRGU+K0P+aTXfbL3zNUipi9UR67jNceAOtvZoZt7+Ai5jVbpE0mHAEX4Sp1e/mkvYt69uJKMrbbTWzn0cxKMtvGa3BejwXWsBMXDDIfDqmQ+xPKHxJAxeqqUeVyoRloobWbdam237GOLaxZdrpMyPEJkBi9XbPNNaLzWM1MEpf1vgN/wHltX6BBJIkP4i8gFwoxX3xta6RJtXukymaoraUqs4QLBIJeqeYcwCzapgkQg4YkjYn9IZleSYY4KAJfc7C7eeJc8sjDzTiwMmBQrhZm1ytGw6MNdR8wDQhjlLKGhGVptHEBA0GN7gUNG/kVElfSl7oWl99j52vvLd0YpcjVgCUA2ZNobQoh5mA31HqPv9Jahpw3yc1IB02xmqOVM4Dr9yC5PgKzGiX2Pbe32m/bTesvLHHuSgyTFsQaqeIrbm9UWNKP6SP1/va2VJr4HSrKPe08Q6rWS32ohm8Q5HP4BRCeQd8HCAsWfDe+A6+WI77mhlm+dhz42gF4MVbcLiteLYqb5YRFDPQtEqyJQFfBGcAbFZzWAdWBs4SfOz7qUgNa7Q6JlTFgEj6RIxRmqGK4VMPu75m650EX3MS9vWGSvRv3C7gIHOyFlU+USqe3wdmYIqlaxHVVxVkVq644waDTWdw+p5ikT+WMM+5N1RMsRQt3CMZk5ZZFKpxpIa16jPDBF8SxSzuYzWIm84wi/XHnzlRPWU1z1TPO6WJhxVnvk0FUPdkdPg2Jw7kYvma4Jfqh+Q23xtHlwvP7Ce9UIp3Yz3+b6YTcgQV514YZnPCJNcqSbHOZIQHU/N1wIDNGWtnMuZCSPVflDRPnDhj5ND1P+bM+FOAbUUaAv+iZNBUpPk0llhAJChEDUKCpYBozX9LSzaCx58MU1/Nk69JwBN3lgc1gu9toKrJPCQxU7dv0comDmtiLDu72wFv8Wn2NNwAHoWd4CSUlV7/HnPk0DlFga3pyy8ASu9BIqHt8qHt8ZFG3Dm6A8qHppaoCcTofatpuYCnAY5HrNQEOj9mWYZx+6/xwiVV/23CF1pCKc7VCK2X4jUyjKcMtbo6Mgr9n0GVvYx4V/Ujpe9BrUmUryb61K9wDhSGUXBEBCMXixvA4KboSYRDYAiQ1V+b7url3+HKVwff8Yh0iQW+6UNAaw1LLVIDBYZSf0kQb4VIHBeIA610Uram5m2eGQ0IxM4W3Z6MkBUD252MreycJwRrUN/dfwdOQf0rWau15ve25tupdAJ4CdZyFOAD/TnvjEQVKk9JHJzlNB3Zcvk2a3vuH83m6Rm6Vk2G+p8etvyzd66EO72qsc9/bsCWyzfdQUHxJDLl80Q344sIz6PsA4SgD33/7Et84lETva8d7fHQ4m3RvOePlsmKRM0QUY9gCO62CFQOndeB+XTDOw4DfUIxVc5Na1Ta0cNC+Sl+stmGYtE5XzQ1yYGCsw3zswYyzLMNA3hHmD/A47H9zyRDSPd/bi7e1tdzvPqd0b1XFeTUodTYFSdzr2SR8csY9TjjJval3Sqh5stVO93EValhxYhennSJguNeNtRQotOZuGZY67SsGM5jJfm+vXDAYyHP3ERr++EKls9qsGtY3+Q7frM4FPOq09AsJj2coS+oTgI627jhmdDXObppckA7IRXxek3RKZLpjtyTDJu3eXn17yzYKWAaTRzMimKu6gxfMTTFhoBw1HsySSEvX+ZkZnu2NbvRT21sugf/OeeE5x44wuEkRdza5ZGQfGa5t7AVKqx26yUNSNoCeGfSVZIwNUM2qmwDICm5Ps7JUHYomZQdInZPu20VurcMY08Ls/vUw5yN10SqLaIoAaXFTKn19qmICa6Qu3QXaH/m3C1fAYoKvOT7yjPwZ0ycBlHDKWHeR1ssc1W4GgiWNiLr5UERS2javwTJSAm8Q+dtUQV7CS/rhdaYl0AKAuRxIrZT+Sc2WHIumjh75UHUI5ReiEMI9mGnKpcDfzNtsxJbeb5M/miGn1vDfLajqqR8zA+teLTZN3R50MODz/VLmaDavRnVcuOseK3wzo3fu7F1yb1AUbt0sx113C7kWFFvEdClfLaptvu09vXUtoMek/LEgjxt6rQ/13Ovfk2o+hy93+MqCPhF5BeDvAPCbAPw6AH8lgAXAnwHwxwH8PlX95H3UdRDgV7xY8fWbFS/GCa8OZ7w6nvBiOeEwVhzHGcfD2e/FGet8Pg/cr4LTumDBAaua9G848+owAgqzSrY6SVudr+BlOGBO19mq34KBoWaUJe/swdww3Lpk7wDzC7j4Pj3E+hJgL2mAwnwDilkUDbqhgIM9cyth/gTNaIsZbDnhpGG05YyzOthzNw1l39MAH4BiHgztJdNgdKoz2TZOzFxUymqhIJwvRF2rW+Xbul7ge3oOAl2Kp+RnL9utCkhIDtayzoWy8JedemzYXGTw31FE26kp7srOzNHbpFVwbIXSnr3STCbuNy8Kc7CtDnDE0jTT5M70hZ87Y8wMvKnfuxNi5kxtM6xs2nM4Xh9iEmtrj5/WZ9zBGqUOLAUoB+3hpqHAVIRB4GpfztahWd8zH/ZbF4xs5YtNf/4M3fUCR3b/ZRwTra7f0eKdq/64PBN43fQQjFadEgNlfbIzUF2izu/CQDlL9hjmBWgLhqvSZVo6VMm3Wvm4rjWYySiBAV1z58DWOKOe6lu4bPCBICYt9TRore8xkw8wTe9FhXOXOFyM7wpjvMbDLUrkUrA6YqzxKKm7UIj5w24SpPJJqUoC6GUKz/tyFZ4g0WtMg06k+mi0pt/Pi3t8VajRgpFlZOakD9EW23ZM5RyuzidTPksXa7JUrKMMBODj8Ux6HfVWGT2u2hWdrzEr5l0yLlQOUfz8TKR2Q1/r15NfTnd99uqFVHwINKe+NHfteR/s2N/Wrlk1k0pnTZta65JjeaktkXdfNZJB47bmpsI5tTtotoW6y3dZu/JxNONiHx7asJ5Qx26+J/gK/vzC+6CrvzDDVxb0AfhtAP5tf/5pAD8B4BsA/hYAvwfAbxWR36iqf/FdKzoOxa/42mt87XjGi8M9Xhzu8fJ4wu3hHkPOOCyKMUzdZ1XbpO7OB9ydFtyfFW/uB+7XFfepagZAFLoOnFcHfFpn0sUuxeZiIC8sDw5nehcYyDtiSfcLhyG4GQb4liE4DAd6KClfBGOq7Hml/02F0/8COKkZbbnXFSc1m5wnObtqp5ltOeGULhrCrEswcgAxSnmqxdKYSXqT0p7J4lsSY6V/S8UrGM60vAlzvWDGWdxvoIM9BBBsYI9VyCyN8UV1f+/yRvfIQKqJ+fsST8dxF+osADBvSDF/ioEqgE3QxBmJ+BZ131yAyaVCuWOIttk3WoY9i5gqZnO9gAKA1pqBpo6Z1jjru8sUB4GDwao7VH/tVb/zFkxljVGN1Hb0BqXZjq7xapd3UQZ5PuzFKDMHFeVsipqPOR4f9vqz/xypt0zLRlpOgGBPercFe30t2nOBPsAMJhkt4N+Wzuafr9VUt4zyz86Al8omEMCx12HrGEBLG3VwX/y3AOlaJfu9FiPmwHFvZUU/a4QpfhfkPcihPxD22HBah7S6I01Kv7QOPGqN+7p0lcW4c5f/Ss1qdTXoVNRkg0upwhhlou7GEp0QonUG2gwoDQZunkf9PmHccxf4nfegdNao6r63KfD6aBoIU/0D9mwEzcGfj54UVAgftankyp8v6o17tFfod4HBbVyd7zCwjnzSnhVadHnCI2zEZBs21MlnRidMBR62AKIdmGS2LcBpoCgYC6EyiK6A8ykIjHUgFLREgA3IK5q0afFuWifAlUeR48quFqq35XBmHg8FXDhb/d2ORf2O5+pr9R1A9n3ux7YPHVpyH2peesQu8uut3JsFz+HLH77KoO8OwB8C8PtV9X+JlyLyPQD+EwB/A4B/AwYO3yncLCt+1Xd+Ex/d3uHFzRuMccbtzQnH4z2dVgrOp4HzecHpdMDh7oghNxgQnNcVcoIvdsFJh4FDCFYITqva79VOsNU3tgHBAUsu0jBescjAEWKGW8RB3hg4it3XuxEDewMG9JbcPHu/zGCMwybHNSsBvtOqCfhOuuIeZ9zLGWdZXaXTJXy4x0nuEAZRVpMLEmMWxC5AQAd7DPokGXGWwAxqM98V0nynKKMr4XtP/Q7fSiqc4XOPQZ6Gv65U+6I7e3kPYbspPj7sgADjNFr0nHzzvFt9bCyyk7Rv+vXXjZeIxHUUi/U7eXwKXeqLzlxRTXa676BpLKT2GeBtZL7RXC8Ml76J3e3LezyCtMxJDGY/DNjOl+gVy+n4EAGYZGIBwOaLJcRIhvSr13EJOlFcSDbnb3eB538/N3vmsN/Czr4QZJFi0LbSu1prs5RPaS3O6zLlexdUOGdXC1CX0CdDowkOoZPkUBWqZ+qrx62rM2L+W4FZFTssbyZIlWClfMUYhwk0pm9myGZDTRF1iT48FvBdAYc5oeb5opv3BQFH/hCOIQ2LmONBj3g95exncJeLhNdXByogYGhrXKg8ALQPAFKSO0iCtiwtLXUyzek9b+4c5rZw+71u7S2fhpPGZDOgRAf4Hq1MX25a9xfjcPWLg2k7NXjKMDow2y2F5vdUQOygu81rhyUV2YBHPDugma1UAiFNn9qU6DC2QW+ldBBry3G79zIt6sNdXMFGkjapP9YnLVA4dTWQXj0HvRACYH3Qcu7UvWHa6rmOVslDvEUM/qU+cLLtjOKjub1pJNhaIrgYvgx3+r7C4SsL+lT1jwD4Izvvf0ZE/nEA/w2Av0dEblT17l3qujnc4/v/iv8LL16+wXK4x3I4YzmYbzacBes6oOsBp9dH3N8fcbq7wboCx1VwOgsUN8ZirANnmArl/Sq4WxUnNVcIJ10beyKwe3jiu8aQereomOuFYeqbR5fwHRzsHR3oDcDuF6JoQbDFbp9JlNCBAAAgAElEQVTAVEtX+30GcFLg3lU671Vx0hV3esY9FHc44R4nnLHiDndY9YyT3GN1Fw1dhYt9ZXnlSQ5DujLyd21G3TpntLg2rmDXiplcQ21TwjKn/Y+U7JXrhXLZoDBrnVUO3wdKZnFS7boYgrJvdnHpg7/NOGe4HLd3ercC7d6Ab1LtPh4AYHJ8DAFkZiBNmux8Yf7uoGtkXIIwB3/pV1HcmmamcMlfSuj8dzhRT+t6kQ+VL0eR6vPW5An+5FsrQNuegZOIY+aRBuXy76q1RXXVnWsMHDGoO/k4XIu7HmYWjkskxlCRcyYBmgKrTACJ1l0pTLLk3uLPpGZp9XcjKwEQAeQ6tOfrrhZqbQLsPiElf27uuMqP9crMqoNBeLFYiQl1qYf2Ps/j+ai1/+jAa7qo/aaOSYevnsKFQh2izUDFSrJ1HJKzqp4lSwy+LG2K/+JQJulA1D8oJ93DLrGhvwn16+7CxbrmdN5JZtET63fseeGWpbdF0ohK8utibpVC8hIHOgmWclCk6GIOaKWzQxuL3K6/GrO99d+/1sNxc6l7oVbz5VTixHr3btuD4XKea/BxA8ACGAnH7gFRBYO9bi3TQn6unTW1B/QKFIYxKNomxeN88DOfYNOPvio9D6m911wqKldt6d+nXC0wqJ3D9e/K7cKFPjwteFuemu05fOnCVxb0PRB+yv/eAvhOAD/zLoUtxzN+6S//f3C4vQcO9xhDIUOBVbDeC/S84Pz6BfJO2WnBsjjwWU1lRWH34u5Wc9tw739Pq/nCW2HWPAHkhjd0YKimc1hjiQUHMZ+AA8BxDBwHHPQZ2DMpnxmUGXAsEpso3Nk6yul6gL3zak7jzwBO64qzrrjz/09ydjVOU908ywknvUPc4TNGzFwhgJi52lA9JBgJwyylYGd3F/vmWmTeiCyDvbDaZ3+764WVXC9oGmwp8GcSg7p3GKea6Xoh1DgacaatYXM3LwCfFBMYm3E7+SbGBAqT3+qT4yLE3btgmBReX7QFwTj5WZ6aymZoVqXZcnGVqpDIKUqSF+4VMGDuFqzsIeU2RDD8np2lH7IgTuhFQ6VzYKhAxKWCpNKJLCmPOpAgT2O+FAObzzHUqG/R7vtM21yphG7jroWYy7zJ2xca+3GqG+DKZe3mkwfKfICpm2Ptq9e8Zu5zTeCl0DGDnli9e0Zb1t247kahXKWUS4O4b6uAls9OyTyaBpayrwwKJxBZ9/bOWW/d8QNS3y+Y4WQu1Xm5brWKQeI+yxvvaf3vjPbDz/O7+iiFQ7oLBfVFHm4RgmqyhMwy0308odXiazlJVtAjtZLMCIu6SiWBtABsAqTrFClXBSILaXCMJDcJLCO9oHqjdcWhJHQ+Eq4uDo8LQbxknA/VoLXvhYUa+1CQokIBRMS4xhgMbNZmrbkoOmxbxu5bXzCe06gnlfOYuF1jP1OwEVtybs5SLW730wIDspL+5Lqhci/fg5uhXV83JvnnfSvWKLJMcfsH3K8EXFn63DttZW36JZRDY8yiBq3uCcdxj0B7P41Fqqjyt+jHLJmOR0aRGl77FHpLK9o4Ux9olwOY/7gStqP3tgeK1MQvg6TvS9CELyo8g7798Cv97z2Ab75rYeN4wkff/03ICwCyhrlN6B2ANwOnNze26ZwXnO/NGtO6DigWnNUsd96dD7g/L7hfF7xZB+5VcLe6VE2DGbKZPNLUNSDDthxzuWD/H0RwM5BWOY+L3TscYlvEMtwdQxAUAcTv55lLCEle6KwmeTQ1TuD+vOJOTa3zXlfc6xn3Yvf27uQe97jHKgb6zhKOG9wSpq5FGJnOBbOSm//M1gdzLLlRElvq/4ZFzgB54QKi7ukF6DPXC2umizt94Zdvq8bpgxGm3W33AwO1Yj885E4otBkIwr8U8SPJkCXvQXR+Ntz22DgoTBVGgsFSZ3YkOY7mRDmek2HyU28B4IAtTzOTuQzpXFjbjHTOBMlIoD7I0qapbDoIhJAU0KV6XF98/zyZN2DI0ou4gwQJNyW+eXk7g/4PDcDlydNPl8uUnSG0sQyAjGQgQwL0PuMeY12TmRQGtVlOfH8wG9S3b2YMZ0ZO99I406NSAK6Yt3iKOPGnrlK5YnW6orA7sOLlnh3ABeBk9U6LS/lcSii8LiUwqedqU5P0aaULyV7QHgd/xRO6uawEvd2lypbl27CAOx9sL26fHd+y/PHI9GS09MneNUuSni0Mr7Badq4jZOKQAOVhggpGrH06DMr15SadB5cnRgXLsqav2bi3F/m8vgSl3oYxRqf/XmfShBySaidc+o88iBBSG/f+RZk0MHn/N3FcjUeQvk19u0Hpe3BZo8Xwc9Cj0XLs/+25i+m/Btzq8AfYzin4lrXuRHWqQFtH1p3x2nNkSuFUMTt9CehK25+SoTNkW0Oyp7tlxtoGID2tYNuWAFT12VeOpc4R/zFRtBiEvfalAsCUD6Bt3t/1/DuqpFEUaRVsaUp9lTY+Ux92Z+oj95UZUL8T4HsOX4rwDPr2wz/pf39CVd+8a2FyIxi/8hXkIMD5DLm7B+5P0G/fY5UVCwbWzxS6Dui64HxecH9/xOu7G9ydb/D6dMCn5wM+Wxe8OQ/cnQVvzoL71SRqJ3UcKQF9gAUG3BbfiA/D/wfcWItJ9BYxwLeImS5dRCCjnwimY3UF1lUI6AH3q6txnoG7dcUbVZzWM+5g6px3Ynf30i2DhLzP1DrDBYLivM/fBOPOQAJAv7fXN+Eg+J1chxSvpARxd8/aoSTh87t6CfI0pX3hcF2bdcL6f1+zfepY7BAiiNP1IqjRG9pm/U5LvtkZp7eJa0ZIpAh64TxijKQYuTDIUoyhAznh72JphrtUgABDDmVdEwYGR0oX/DlVPBeE1cyR0juXfanX56BoH/zBna7XmPM8Cf6e49sX0xykmls5ftrHchMnbxGH3TKvQIfLIYDkhonrZ+e8mU9sVabKOLEyNVWwVkrD1i4rFyucl4Td02lYzDXAp1gdXADpJ5Pu7W1+797TqwOYjJvWqvnNo995x4WZtEgDB3llObj6vjPoD34tWktXVToJWGXZe78jxBoK6UFa+ZhoQKwvagvEAaC0DHGf1sZipM+6BsA8P7tfkVZGlckgMmafyFTfpGaa931NlYAkHl7esL7HKleqs61rQaur/pBUkggkHwTNTG6zDLoT9uJ4ZPq7/vvSjGhgqTHe0t5dN8rSEMkUo7tRDFqkpaV65nt7LV0HXQLQ+otCnXpQ3eF6YSaVfLc30mUrtaec21SS/J52102Bty37QNNGYcxQqngnsCraPucDfTP2HdoOYzbPT6An0SnVTR92K3hEiD704p5WxsXwZZD0fYXDM+ibgoj8EIB/CCbl+5efkO+nL0T9AJYF+h3fYUvm7jNoOIhdToAA6z2gJ8H5XnD/ZsHd3RFvTgve3C/49v2Cz84Dr8+Cz06Cz87AmzXAFrAmsSd1AVeZOYj71oMZZ1kE5pZBgBsxFxAHMeucQ8ylQxx2CtTvaBRRtXt7auqlavWfVsW9Ku5XxRuX7t3pijs54x73uMMJZz3hXu7hHvmwxv/hA4+lZcml0OktivyVJK+bnq/QgV6xqAb4whXE6mqb4Xy9DLKU4Zaw5GeEuqR9W8DnA4QgvMStz00T5200QBV1rvSbmupVFGl5tBgj/23W76Y4FDNQjP6VfNipzxmhZgpd2YnxIIfnYVUv1DtDBrukxM4chIyKk4NL0MLVQjGsCw4IBs/8SQpC2mkeJcM6n0DWAqcd2M2HAZ3h7axT/0gxarMj6jg1n089GbS/XdzM0PX6ekuvsZ17+TiGDYpPQCeT0YGJFKiy36wmWQCor7dSz2zrr6ljlppnu3uXa5UAIak8reyWoVn2VaSqdbQnVDSzPAAyqXBGXuExUOIMZwbyMczYI8IG+PE3DSY0WP2ajcHYSRASFKOnCHDkvxXggx0+xIk1ncMQ6pW+xg3MOcBRIA+ntMCYvajDHvU2C6SVEfns3lzw+gUCc7W6CqgV4/TGqxkycriE6gjVUFa7G6y6SsNcLmJ49TAkY7BX8bw+ayz5y1yhtRnXS83hozUvrYa5zKCG2zJire+vee7nBIRaf/Zi5jXQU25rmudz/TWpvm1iukm7zdudn08U+sp9vda+aX3Fvha6By1/riH/VsyKUItT4h9Bon9c5t436P24jMEeT1vmcezSxPcT5j3pOfzCD8+gj4KI/GoAfxS2dn5UVX/qgSyPC2MAL19hPd1jnO9sMz+v0DvFer9gvbvB6bMXuH/9Am9ev8DrN7f47O4FPjvd4NP7G3x6OuKz84LX5wV3Luk7rYrTalYyYytIUxWLsaoG6ASLq3IexSV7i9o9Pqi5YYCbmRZ1bRtj9MMy56om3TOrnILTCtyfzYjM3ar2vyru1zPuYP+fsOLOHa7f4x5nucNJyOm6A7CuYhGEsxiXMsFvAKKzCbNKJzOe8evsjITZCS21zVOqeGo+h4QvXDYU4AuGyyQOK0qXg4IzOnT5hd4jT6Z9iE0qlcwPgUD/omw1LnxNhQXV2M+G9OeKU2OZsrxovzSmifPluIdKU9yJc+YpQVmqaCKtbqZULy1yWtohcZPUVDlLVXNJxm64VE/U7/Pl6f1I1SxzwZAQ0OpOFVMDsiLF5Eaf01gLf4dk8aTeTXhKk/vcfEBoyNN398It+zEwl3AtruZVlzhsOhFwpW3KAeaLUZnZubmNuvkXUsrRgBtoEYqH5n8rGHit9Dvu0Mb68zhnmvKQxdMGgLO8od4Z6Ui9UwtQssqmMXUrAT1LG2vVlkQZWSoAVSMiM5O4+ZLXGFV+90gmacP5Ec2gN1Yq0zwkuFNfF4CkXSW+j5frl55tiUvSlMVPeNgVQtCJ2A/KbUEdzAC1Nr3Qeo4WZNuk4r3rAe7igE+IzqRBKOrP8Izl7gCVl67sCchFjKdL+hrjMI1yfMmFRv1DMLtVR7+bNtdfcHJ74BTxvOZ7fK3u5hYBtU6RKbBNO5WBoI2RP2nmnC7qofUolI9bqMDGHQFrFbSltidd1F0wmGvd6VoVG4dC1E6hsufhyw57aW346yBNQGnBWWbpJdOJTnfmfm1Ab/yrSHqK6Nd7mrI8L6PWmBWbIXti+FK46fsKh2fQ50FEvhfmq+8vgzlm/zefkl9Vf/BCuT8N4K+V9Qy5ew18+9uQ12+wfnLG+edvcfrWC5w+eYnXH38dH3/8Dbx+fYOPP/sIP//6Fb51d4Nvnw741v0R37ofeHMWvD4Dr8/AvYobIbENdIFJPswHn7teCBVOmEXOm6Gu0qnunsGv4RdfAABYV5PyKWyBnlcCeyvwZlWT9K2K1+tqPgR1xR1WvMY97sV87r3GG5zl3v3x3eOs9waopDNyOVYgRlyAuL9VNhyJ2dhs33xnz9lRkgqU64W4w1fGWUzSx6DvlMxjSfyK4S3AN5G9ENulahQjLj7PDbCCli5TyPRBgDp156roeRs3M6qCUuGUaFIxXhtGp8B2Wb9zkO0qmwnuRljUlPpesvhXK0nf4uCP/x9qwG5IfefwsTec2SRZAEIlK/xlCf+30mYcuDvnypYhCEuijbFJpgQFFi6FXRs9NVO2BwP7G7hMvzhXfa0t/LsU9gDfHvtW2zj/8rhmnbPfh9O2ziJfSfMyTisugZwWQDTgpqVOnf0sUFeWPIMZjPLivZcpBPIynB1gAnG4ZLVM63j3nt6lL391RuBpbND85WMddo6TIE9Fk9GVZk0zQFMAvVmFkpi5EXFiayEOqvq6AcrISqzDbjAlDidY1TrzOx239djLzPZJrWNFPUcdIREMojVm4kcUgsPYqGJy/QyOOss+pnLeV1D6dy+O2ev9YO28BEaLQvQ+Vu5AZ+umju2cj3U+V9IBlwLuZiaiFXyY0sqjdwXyqHdC7Qg6rE9di/ttTpCU9D1AYLdmKZxcutRPoAT2tv2Lca97wtt9mn5ROddoys635jGR60nfLWSPMK+dz6W65/BBwjPoAyAi3wXgPwfwfQD+MIB/9r1WcD4DP/dzwGdvoB+fcPr0jPXjW9x/8xVef/wRXn/7FT75/34JPv72S3zrs5f49t1LfPPuFp/cH/DtuwXfOg98ei94vQru1NUqVbEKYCedRsAWCMYICZ/idriUz0HeYRjQC7VOA3um1gnxu3sO9swCp/2+U3u+8//f+P29e1W8Wc+4X1fcyQlvcMYd7kyVU064wxtzuO7uGM44uXpYbSi56eaORYxLSnk6Q9CZpX4iz/f2VpyxruYaI9VJHdyVgRY1AOgMpJUWvwUd8AF7xN45G49x0qgB7oJJAoIZstNzflen3xborh1Q6pY7U+tynGw2HWb4rD6GUyOf7CHAmwMtCQt0gl3DKiF1lXC1sEBkwYIlSx1YMLTUOJeQ3Kpkfuv9KMCXoE8R93eyF8TQhhRg09WeIkatJeDtl9nveZ7F+OSMIwYgVE2TMVOaMaqtrcx47LVk/pZ7zNcemxBAqwaI2UyW5nmZamkKBDowShXOAnNRSvq0pFID6J3TcEpX1QRAd2MLfAXDk4aS1mLEuluGs4M5H/s1JAYFHOGl2kENr9XKB1cvRctTvdgf3YdA3rUwg3wG9XQIFJMp6TlyLivcWm40uzFfRiOriqAjPNdD6h45upSOy7C1a+ssgWPes+P7v2EVt+LEvVSXm5MAat3lgmzKiLaYzDtUSctKbtCmgjRx+LddO1u2lO0e969QOwoztLwiZ4kZ/74Wdzlc2kO2K/8h4NdLtXU0x2ykaQBmMctePTMAtHx7VARer8fFnnnR9YLSsiOp3hUVzm79s49faQfwN0PG8QEyAFLhLMugRfupPiCXIwCwNsClsAdOH6fC+Xj6okD6ypopy+cb3mNNii/Hnb4vQRO+qPCVB30i8nUAPw7grwHwJwD8w7qvJ/D24XSG/uzHWD9TrJ8ccPrkJU6fvMSbn/8aPvnWK3z26St867OP8PGnr/DxmyM+ub/Bx3dHfPt+4NPzgk/Pgs9Wxd1qap1n9fOsZOqNhJm6ZlnnvFlKhfMwFEdX31yGgULADLgo6vBI1SV7cP9/q/kEfLOq3SM8K96sirvV7u690RV3fnfv5EDv5IZaznKPk94lE5f3c4SZrGJyjEi7zzVXzynfavVvmk/eYT5Vw8F7qHKe8+6gSfcc7OkKuBpnMJ15Z282CJGMNG86BFbzGyjsjoskoNKJ8VENqZkxdAW6CohZvWXie1A1NWpPiwNQFuqMr3MDK/Y7mbwE2eRuQUwFEwrIEANuUnfzhhzIQfog4Ddw0H43b4Hd/RsYODj5CfldGmcBm2co+Z96OyX4ipA8eMeluIPCVzwo8ImevsRirGfDDXNcB3yz5DDY5IjjsuxLugsFFbsjp2U5dAExHBe3cqFWSkttXSqwxNLJDvKI6RK3nCkFvlQBHbymHJCBAFiuOfaPB5S/vLoDm4ZksoQVoVqd4DRKcSMLmnfvOC7WZe8NMi6YxiBgvefpQsXrEepJDXfUWSxgDzNT+jiWa76tFeAlrMnmQUFI4H19+icyuuFAMNykDBgNKTwWazYqNXVqFS3VyTwVIjqzAYi+/qLMtIKJpAFxijSSVkw0JCWFUiqn7v8O2U6rf0Q+y5h1Q0AHQFrtyjGNd5GOwyzJm48ILcz5at12dydc6lPiLoGDyjVydcmVudTrUnoLqsV+hZy8UkxUwv9UOqU2CKdEro9cT+FCoYrK+7mof+zP2rrT8qnRiiTTOdHR1LurpcgtNts1sWbdV1+1V/bKjGmIoBlTXIzNBRXO6OXlla/TQeslmnKJ3jxAU9IYzcPHC8/hOVwKX2nQJyK3AP4jAH8zgP8UwG9V0+d7r0HvBW/+j1c4f3qD+2+/wJvXN7j75CN88slH+PT1LT59/RI//+YlPr67xad3Cz45H/Hx/YLPToLXZ8GbFWatU5290SKYQ+3+wiLAzRjmXF0M5N24lG8ZbrBlqN/ZqPNfdTq5qphFTpjq6Gk1lxBnFbw5K96ckcZaXp/P5nvP1Tn/f/beHla3ZGkPeqrXu/eZ70MgWQ4QEogfS0gWEQEJCSIhQCKwM4gQhCATgEMkIyIIMCQghAmwkIgQCAnJGQESGYGDT8IyCJAsW9jGwpa/e8/Z+327CKqeqqd7rX3mnJm558717D4z+11r9e/q1V1dT1d11Yu94jXdMbzaCx72iokHHh6/INOHR6pMkDUeTaQpORrqT00ASKRCL7MrEwoAM1U3keAyJHh0xfBYzu1NqnCCRlvor6vV0/LriVNyBRXN4CzPBsGgFWPfao+54qgalCfjJVS8d5OVQXEQXOQXw1uLxilfMmStosVzhdmrw5JZHKLydWCIeqfhKJPtZgcMR6p1BmM30nfewFFO04fneT361irVzFEuGuIsX39pK8m1CfDTMRIvSBUvl7j+Dp1HsOE5LudQCinQjCYlCdxe2JdYBYrK2odRpZZSBDuIZKRr7NM1RP5T0/FndnEFlyvD1hzOAod2x+nLdd9PUVMOlesudXWvMEstcsJLQg4LpmuCLhRyA8WzvpS4k8liXIxJVQUFSHYVAAImkj7WB0B2+N0fzaQBK9OpTJ83fK/evjqXe/kl9u//ffd7SaPGLad90Tf3Vt0efV4vNmUq8aI6aYbcOLHU8mxayQ0ntslM1DZZdqVJ8Gedv/IachMnAacnnYCAu6wPsKQhuSFTz3tuh70Xoe3lemHV4JCW9jss88u7rZWmJ7jJ3B2S6pzvxwfOqLG185yKQb7LTowuUq/P+6/Ods5Zu3jOMbcCnH2LSeno7Fa5b3WuNCaS6KZozHLf55RLvkxWdKYIb9OddUUjkIxnTSalnaZpgplZhN8mpZm8sbNBUqFKKC9pg6qxZjsE5MW1voUW/jla8xUj8m3x4W8m7MN0/0g/pDnvZ/p+q+EXC/rM7ADw3wD45wH8zwD+pLu//Cbqerzc8Df+8j+CT7/+Dh8/fofX1xt+9ek7/J1ff4c/vD/h4/2Gv/P6jL/zcuDTw/CrOfCHr4aXGVYxXx2YE3GGL5n3wBdhifNp8LfP7d0MeD5SugeqdQIw7hY3dJge7h/o9P11Ah+npUqn42NK9+7T8dEnPvod93TH8AkveE0jLa94CVcMToMtodIVYSd64petjHoEgFgB37qg+vKvrX/G+cZwvRBGWiYc9zov1ICPRiJUspCqZ2JOmhK3y6VcGCkkoOI5PkooV6mZ7qLv6lV8uyhvPedg/A8NSLI3lx3Pc77lnE8tqK2eqfUaLME2XS8QjLVhlpHAL77cgQO3yDdDpZNqnHSnQMndMVuNa1BtCxZO1nGG88VYsud1AWcv7Qufrdf+ZtwKoNzWNKVmJ2n0F9KT3bN7UClCp9hHEtUev88P3854lZmibEYxVCI9X4yruLcFTnj5L5twtJxPJXecWVfn9mZJzQNweV1PB9rVAs/iKcicknb2+TsCuZIAptTOvc/pUZJHxi59clU75EwRUjWVqgvN+AJt2fMqfB2QY1DAci7xLRcKQtOKRqBpCkhTchaoajBTC33pZxIv4K7cDOhm00Ij9o02LHVSzRvb2bwVRlm5flhUxUW6Rwqk6FfjulfWvtyB3BpzZewI8qRbugfPb/R2HGs9pxD8fpqj2v49DluqVb7GX1/K0c0anU9rezZg4WrS7DoNN2rWRGu+PY+6PqgUm+XbOQl+tAwag9JylD6sv9qeAoW+Pl+kmAstzzjT5A6eNaxiLtcNvxoO3ZS9DyUtta62XEv6pcLfhRDEYL2/un4PvzPhFwv6APybAP5EXv9NAP/pGwzYv+Puf/PHVPT6esNf+Sv/ID7en/Dp9YZf35/x69dn/N3XW6hu3gd+9bjhV3fDx5TqfUr/e/ekVa0SFnxbqLh5SPmQVjmRvvZAv3uhzjm87A2iybiVgZYHEKqj7mmoxfDySIMtaawlLHQ+8NEfeMErPoVCJ17xKaxzetw72i2Cz0epGXHpbQ6bIEeZGmFIlh5UY8gEe3lVh9KpxtmWQcNAS/oCTPBXrhd2pnSx5AfA1QqiN7jDKDVDql/FDl+AHU9wE4yWiUsDgC4N4pVsUVF0GjNheXCJa2kQW1gMAceF9aKkptjLD152YPnJy7oJAgOA34phHBZAnGfwDgs1TXNLwMdzN4ab36DGdgy9p38Q3KOljwSBh5EFLNMQJd0ojbT6DrWei+Ruual38q3PeuQU+1CspbIvhthYeQuIsQ2+5dmXdJfvo/drvs+ZV19jXJ54vueyp+/NePEehnquKtVtLkXnUVvdBJDzl+Xt6phMe5bWTSpJWG/G9C6/SBLVIqcrqCQTOlGqfwI+qzf0DB986emO0zzsxR8aFAIAnH+cb3rmLt4flerShYIBeua3aQpAVXBPulH55Jwe1TuV3lTFBfZoxKQt3aJAWOZjW6qdO0BTTYxD4nKO1/vaKa4B3H7+rt/DshaHQj6W0T3fYPH8VTpP1xhxvtR9jiPo+lyc14qkuAL1TP9+bVjHp188UyC1p1tL2ixwnk6nnO+VDjDaL+rrObmXdl1Hbz4q1ULFXZUTfetbuqa2rcJ5rtcBvCWx3/tyd5C+lvY2LV4p/5d+6R9Dbz5TqqyHAEpzeuVZfsK45f7zZ1y/OLxL+n6r4ZcM+v6IXP+JN1MBfwYBCn9weH3c8H//f38Unx43fLoPfJoDv54HfvUa/vc+zvC/93J3fJoIL3Zz4rExEcPTpLTFIhiSvfh9Gl6/N0uXDCN23A5Tc/7BrEwH7inhm254mRbuIDzVOO+OT2ms5dePiVeEoZZPdsdLeeB7xat9wh0vaN97j1okeK6HZL15aTUAcpQakZrjj9fmiSdhaPWfhzSRDOUU1wvrbxpwoQoZyMS2Clv0DRpsWJ4dJEOXzFmAJJN3AFap3kAZQUFI0MrgwWg4hMoXhe8wdwlXUZ/dZUsGqECdMGSq3mWqnrkZbkn1TDpJLyubaYHzyO9Ei5wjjQd13+8AACAASURBVK4MSgU9e4uSab65UZIgbBrVx6zbL1pr26utQO5qF9LzeatBo5jvXpxKwbjKciMD3RmZhgzgWeGzWCe+zcXXOJ/Dk1pP1yu7dAZ7i/qmeS3IBHBLHJBn9RyUxLU3vTZe1IZVgiWcZZSF5/GyngtXC57zaNbBYLKV3Gjh+2T7vMFkq2bOygemMYDWOZddetmgOdv//inA3mnQVc9w+8IzWY3hnOMFYAy1qUNQOCxBWT7vM3cEdZyXHEfrhlgBo5y7BInxTIyvgHOOZ2QHcGR+rY9pWCZ4hjDl8dagsDQVjHQZQlcadq0Goc5yOe1hve/ndnregCv/roetthZ8YTgl5bjpNp9lcZ3Oaiz0hhRH+OfO6a117bPf5frq+Vt53wZvLn819b7ZguWvlM31e1OFVOmeSsBOKpzSrvO7aFve7iPOq7fa8qahlaIbcWuZ1pcE53qXOwd2VxKrCudb+S/e82vG51WQzRywNAVnZj99XP61+ivNWVZBk9Ob7+HnHH6xoM/d/wwC0P3Gw8tj4C//7b8fHyfw8REStk9u+NXdcX+EQ3M6Nnf3PAUXIVhywxNG7VQdxnN7hqcjVToNeDryuRmOkVK+ZD4caZ0Thjkb8L3mWb6PjzjDd091zo8J+F584ld4DbfqdsdHe8ELPobPPb/jFb8OqdqccNOWo+jcch6l3iilSXTYDbIWq3rcGfBRnVPP6Tl4Tm9ShTN/y6+XMLGtMmbgtlP5e1tYjNFAsKxXNrOk/uiC0aIFy1EGDooZK192Kxt0Ynx6y/88kLYducs4VRdj+d7fwFKCh+rrUf8Mh4A3gjnGlU1NHDTgAsvzeQR0lHJangc8savRU9bLRcUMvbsO/Dr9IFLrchoqh1YZymKbRUqnhBkcXSxjg3QtOj21ocfll4VmA/INCNI2lxArMyKsGyV5lW+KClYzUgRoPjpO/ea1NE/AXJ7XUxcqiwon6NZE5qFPmOc5QPGN1xI8q3zR5yyfFjn3e6BUODM9CixGXO/S65m9nZm96vUfGmQkOoea0jFNZjUW6Tuy4rb5WFYrARKWLILlkh6MKicAZd8zXauT9Xnh3lRKmjq09iOrWWlC1QcFnWOLk7kqeiN2+btuYu1xDY3f2uwa115x8vpswOUrg8vssnq0tYYputVvhaYJs64/X32PW8LKMxTZoeYmzdP0dQ72XEenXdN/rr6ej1Lapq7pX6XCqWkgVFfDhfhH89c4cCySPS1oA3kdT0bkqm93MBZHJdTgzPercGpZe/lXDf1hYZ1p1yX/9HH+RoofEX4saX4PPyr8YkHftwyfHPhLf7ctXt594g7HJw/wcvc2hA5v9cCwfjjwhBuGeTHWB9oC580MN6Q7BoI8IYqUFnqCu+lpkdNDhfN1Gl4deW5v4vXh+OiOj37Hiz/wiked23tJed+rpc893PN3yqLgUItxAXhGqQcZ+gzfIPgDTYU3s6LQK+65iM1S33S0NC+WRXWyTsmGWuJUE8/ctbNSOwmCzimRgK2YvX6HAHYHamcco9UmkabPi6EKoyVtwCYlSVJugQuCTuUovzSu+MwoMxbW7NsU8x7guTy27IhzewgfevwehlDrHJTcLSDP6myewXAIU0v5Zpe/LlEEvMELS4xvFvFErZWL9b72LKpCeda1+kLimsVs0OXbc0hqX1Jdhy+NK5aLUjJcWffzJV/98myNId2cNHCdCbxgqxN1AjlazFP1TYBpo/xHqTk3kOMcm3Ro7g38ps8lrsBZgka4GHipdyHwA9Q+VuzWr6qfZl4uG4AwMsOZH1+uCNmp79a+//y3MSkVkKGlar10E6LjDgC48VYDqDeFGE96wNINvHc0kCOoEYBYfi8VENHyJeNINjIOHTfI0RoQatoAVehLdmWA4VZjfjEuhS6zZ3TPZVWwVNCHLe4aDDowBbRK578N/FBtq29mn1cveytuDyzHcwyfgHo18XPM+wqaVqqy1LZcX0vWGPdWOt9SyEZPAiO13qnzbynb1xrWNq7z7xocYVsrN/B4sUl2CfRc38+KPi5zO7uznnxOhdMl0xvYZO9P3XZ8+/2+JnwO8P0cwnm1+7K4t6Hh+QjFe/hdCO+g7xuE+3T81U+/TkcG9zAvYo90Wv7AHE2Ehg8cuOHmT7jlAn0TDfyBkKIMM4zRxiLpyEDlQI8Zkj0H4Cndu7vjnkCPFjlfZhhq+fRIFww+8RF3vHhY5XyxF7xYeOF74BV3p7GWezGMtTh7LDbmapwl1DjhgI2jzoRFe1vSByhB3oloMrQp4SvVzTQI0Q6eyXiKFAJkbBMf5QGBOitmJPYtrWtw1xK+VsGKNqv0b5S61VEGaljHsCMZWwJgiEBPwFw3Jl75i+NM1LWiT2PXuTcPUOCuTs+l2ubREjwcEZPWNQcMh0j+YvyNAoNmwc5S1ZOQttQ10YtCPON9vMNIFcyw/EcT876uQXzljZ+a+bId5322agGNAD98dFW0gyPrbXWdKwZujXmLsVSWqdsQGdsH3srETbaJBlkSJIaUr3fQA0hlLYxzwEe7V2hlTb0nY+j9zzUu5pGqXVb9ogYaZ3XXs3ytKpZlEDRKXO3ky318OwcNs7ShFZcJ4iszKMziVdiHysrS0R1CbgGUJC3jnBsOtoy/uhCNBQCgeneptFnMqjhz1wW0pcwEUVSb9FYPj/lBA1BII0pHFD6wuVehCxXPph5izTY3eqzrG0mL4vxfAkmjpJ9tSy2GYs5V6si0Ltfdr71pBxAw78rTLPESiDmgZxbXPKxllR3yTb8vrm226idV1yvrMw6gM7TTN94hHsd3A1DUlaZdwRzQLg06rt93OXeXqV0atc6j3UiR9zyqtL0GYq/PV2AED1pV/VAVT/iiKs96mO3qwBbpibStzunF/AeZlNJk8SV7vN+FhoXkq4YatlTdB+cx6Nv7eZGbHwb83qZNP49QzETec57Gs+aDIo7fusa2r/1Cmvml4C+UOH77/XOxP/GLCe+g7xuEOx74f8Zfx6u/4IEHHukMPPxZ5QKPgcNuGHbDM74DEMzJLcGSgr1jkNlGKugB8Ha/8ADSmp7jMa2A38sE7o8RapsTeHkgDbQ4fv144MUD1n0Cgd4L7vZS5/ceeE03DPeV4BsZqWaETM7qDdzy3VL9USRK6pENVaJL+bPAXp8Taoa0pX5qnKUlDImJEMZJSJathGMNEqIthgZ65SbcCPDoxmDA7BaqkIyjGwIYQhWrz/8AbWzBbWU4HbJeJaE1cZhd6RarokBLFVAMXoDuIMDD2dcJVOkewUZZzizH6W4p50v5nacCLi1sGiV6wawe2Q4qgDFN9yfbswI/1pW8qwoowQWdKrVVUHaSCw/pCNVlONLCowEjl3IX1mVbiJRR20EBy0XFXbN7+7WOVo3x2mGQcsXCZrOOzZDUGbxU59zP65Exa/cKAMwFSM6U4HW5jwJnXqrQ7V4hGVUL9edgMmdKGR/d1tw8MWc+defwKEah1KiF0Vys9Hm3OTZrtKfFDDtVOBf+6ctW6Z39P11nMaRFjKzhVYAMNQZbmiQAznpuGwEW1aatr3tOjq08MlMixRtNg6jOSQBWwJB0yq1VoqlFYWi2tlRHR8WR4pn88kpVOAntGE9Y1TQ+36kmUcI8b6NdBaJYpjlKIigbP7l44Op83w8LHOGoVuiY0DbVr3G+NjCoti0zHdC55ctvA76dGvgytlcqo0/6uv+vGlxT+NJejitu5CilW9uYdCVeGOpy4NxuD1e2KXEvaRzLYD7vdp56uf8s7xPN7XdyeLrN6Zm2q3DWV3GgN4T4qj1KvRLh1KbzhkNvNikY/rwK51vBtt/fJAD8+jKXDS2YvK9udil/kfRG+jOe6TXjauX/svBuyOW3Gt5B3zcID9zxNx9/FQ//JP7hvBb9YTcc9oyn8QGHfYBZSPuekriT6S4Jn4k7uCgJbgg2za2I6XTD3WmlM1Q4Xz3OEX6aNNQSkr1fl4P1V3yyj3jBCx52x8Nf8OqfoFYxAUeL9pvJaKCX/tkSVITq4K0ACM+IAWQyVhYadTfrxJFbSvnod4/n94xGWsQioBJcApDcTWwcQCJHtcxgzIbc8x0sGSueQey4gjylkst7IZ31t+vVRdKwL7YrJPHtij0+6jX1bE4ZYBHfeHXlPKMXDNtidMVGqWrWGb2sOCzE9lvpGT6DML2gJqmjDUasPaHhvASbMDH9wr6M9XjAts2tfzylhdpfa9/GWC0JXDFMS5W1gcJ8ume/7pFvjFK/fqllso0N5fcy0SCvGLNm7OpcXhlk4Zk+liTWbBfLm45S7VQpHqXgmW5ScuehVtlxsyR9CgD1ebXB0fe0GKpt5L1LT5QkQekhR0J+wcst2WsG4xrw2Z4ofzf/cK5jFbmJ0ExSgyRLrKcAxqTuoBV8LbORYC7TyJm+Bn8b3RCwVqnsqMZb5iFgsZTQR5wqVfcGGzdUbKldDavI+81mEHcgV+9VdUufWZfk2N0rsBd/KnDHpvh2319shyJYnm/lbJtqvqTj75lbPc//df2KsdyzdM3nku/6zF7Psy1O5orOsfNaKnWGmAXyGQGTdgmIi75Az32TMqptvLpwhVLgU/sKwPTqa34eA/rM9dW3gYc9J+t2VtB32c4h2lVCLXV71+t0XxMWJPojy7oKX1tupx/btFNSdy2k4zEbta39feE3AXDfw08d3kHfNwgTD3y8/y3c/VMS3dhhD5B0YNhTqHh6MAwBriYeqSZF5SoAgCewC94W0wLQzRkMN9UUpgOPabgj1EvDFYOnlC/cL3yad7yk0uYLPoWTdXzCKz6FVG/eMfEa/wsR76VUFlX6dMOAeYI84/mxkXKkkQz7EImPYVizrcEwTKzLl0jw4GgLob5IDDrIsu/cnbI6j2OpqhhqWCmBTJA08BTv4aPfwYNZueE53tbDUx1VBgHD4TwrE++qfvNa1SiZpG1XWQHFGnedL2rJ8zepphW7pRFZPvRgrXqZUrtb+UF0lGKnMS5zebpTyAUZjtp0CDchfC/PtqQU1XmOsFmrwVQui0syC4tGDhd/GVITKKaTX1iXVWXpmK/A3pYP2YcsE1LOGgjszk911J+YPX4+9E44eL2km2nAMb95Abtm0gj4+t8E3LIsboS0dI8Mj26SRAwdpTOOIMoRrlUUNHI+RVmz5lsbZNF3YL7O0yBRv1C/PQFh99oZauvtZ7aDVcdIB9f6scHvuI8JcMMEKNDWmayqKAuZSRnikmrbq8GpBlEKpjgLKaLO2WFBB0fWb6SL4nphuIBHENhZluGyWYW1DqihkwaPY7nvMqv/0Gqb4Rue71stQqdcbVwykDyZlHUVgrZ1XtJBeDP2dhWX46eB2fmMLL/1VRzbv9wvmz+aYs+30owdtK35dIX0N0s5u0IQSnFhlfacz7DOub3dex0CuE7tVrr4wPpd3+4LzT+nY1eV11bTemY9l2tbUncdkUXpxlstueIB3gor4PvpQ4/CMxDExf2XxdEI2Vm98nzN9Cug260QY7lf43qWdqu8rBRH+b7MxS8OPwP1zl9yeAd93yL4xN3/EHPe4bijDQXcMPyWZ5pSbXF6ahilxMVTAqMqDI4EdbJL5pHHPXzvTTgeDrymdO/hjo/T8fp44AWOF9zxEa9hnCWle3e84NVfMP0Vd7ymGhfP0M1idpKfCphQ1hpvOHAD7MBhAfpuTtDX58bqvBvRhJO8TIShBDW2QkZypoSR8DcZyGKMO0tIcZIpc2CMZmkAwMYhbgtS8mVHWLmzI76HHRgjz7vZAYyBw3n2sNU4x1TJJdmYUUST3+R6TOhbzsu4t/I140bmkFS4x4xJHP1tBXBLcGsEhQSKch5vhHsQqqkN0IhQSu9S+kzQu5xZckqhv4ywL6ySC0PnFKjwrE2OfRZNJpD5S22J9+2vjww/pYDKUCjrQ0NKBbaSSWkmrxm+/R6siyqZ6hBd0xHweZ6jC91sbmdw2KSFzgRV25m+CXGTIIwbVS/VgEsDNHG9UDU+SkLXkvLsExcw6S09jPfMdlKttEBhz8k+p+PVh2xHszNXVvy+JAjgIDGq746aG8hNHlq0jccq60oWp9SYCO5iHpFuVG1UCaV0j7TQxeATz/nKnKBatIK7IIEkTjwj2xoQMGtp/ZBzxqYgT+Vzb4A+bwMwSjfIvHUbut84jzXf2vtrmive9YruXX1rbg29mWDL7JwgrEPUzWR7rGkwupmXdZvMXzFGtsKP3pDB9rx/+ZS5e1NG23AltVviXFq9nE8Te70bYFnLFIrmWYuApsUfrQO7O4IGYlPWqLl822r9Bgap7resZ7o4OxbQyUilB2uULJKnsbFS8c8kPAXXsn9jwba2NP8WbVBApuqWb8f1sz7a8TmJ3ZX6Zf11qsKSRnYrofe5U150wDrfsO5FygJ/0736Hn58eAd93yA4HI/5Avgrgngnw5yMaOz+u8xNLvhWTCgQzMv09C6XNP2xbsphTsfdw2fW3YGXOcPpus+wyBmnCvHJXvAJH/FqYV7mxX+NB+K8XqlOynIEJCDASKMBKQlLaeVhBw48ofy4+VOdGWtbj/1+tbRZMKMGC1XNWroV3iW7m4xy8u4puQsmyhM0Rjuz2Qk+jMxPgZ4DPAdzyDswjr7n4vdIYyc8JyeWLIXhas2T+Nd9pxwRFiYjJE8u92SETXMUExNrcjM1lMppS2yG1M0QjGXZTE2Adra2iQSGCQSTqYznLUkE0jIsmqHThWhZb+z01h28v77L4tKSsnMeteO4VnPuZ2XPFqYkVTpb1XKta7qO9vxn2/0Sr9cTs/hiBXqrzFrP6pUqJyV9PuNsXpbTEruW3lmV+ZA2hdqzZdltodPF9UKrY1Lax7wGz02VbSPFm2mlsSRlQGHKfPb/zZSzD1ergvolP8+efSa2nDqKClKBrGb7+cDQA1XPtQC0KMu6RqWtWVZ+G0fRv6LRBeaOnqMm6usEVVKWQk5aMY52MS7n2laPgq+zJA/VFzYTxFa81khDLQ0eOVkj39rvWsoeRk1y5Trf/GKX5cSYfptN/BwDqfO+6eWZQny2JIIQBX7Lmtcug9ZZv7YxZ1vNzx0EQsr+EjXOAoPWa8Lq7sRPZXDNDBVOAXbo9wtXBOtGi5m0o2jxBRW+tJ55Tufe4E4xh6EB39Vmz9v5BA1tNXf9uuB/fwj+IXv2uvjfcNjVLQ1qcX2Xztmp799qcFPXt1+J/IXMxtFbJJzSFSdroPIZGv1lULuq/1kYcvkscfl7PLyDvm8SHO6fsKgsucFtgExdqG0CFGPUWRxLW5U+6+zVfAQDfhgJWDOt9+mV/gWO13lPBc10vYBX3PGCF3zC3T7h4aHCeU8VTvc7eoGzZkoSXA1LkISjpHvDbhg+cMMTRqo3HuIOQBkWVOmUCDTz3otBM6WgRKKYWQaCK2HYuGVlluqPGZMuFAqQWqhwRkuf4nyeR3tvpeSY7zCBw+haItVSvQ2zdEvOhNCXe+fLn5gHSpgWDTVP65b5ZGAUQAh2l4xmm8Ix0OBKtsrX83cHGvxFvxiOvDkyjYI+SvII9vIR2tYX0y+f5XIV8Hr3Na/20xVMZtpVSanZMPafo8/pKeCbuaq7gLpZv8pwrWydgkP+TgFo+q3EjmXOZYDSrXahYJgjz83VWCBIAx72yDystyVvD+icVEDoLY23lPn5HtcwWM+9TnGa7ltcqZbV+ZspRmZUEp89NZuxNEDcLegwuGAk3wo7xyGBcLEgngN6blREfegd8RXoqRql1WimwZN2H7NY8h0N7vpcnlX8SFXMAFTrllDXFzTHQeDGTSiTtjSo0zpq42VyY0veR+mPiTXNGeXvDBu/0yLBs7P/u401rP7fv4puUikA67y+xO1hTbvGtE3MtS4QsGWDzoBspyq87o0WPVu2gJ9qsZxl3drLLRTTcpcUer3OtaUkj13bNY55lK6t+dgvPPaAXPoAX8AVKk08Kane0rO+qrwLaNzj9diC9mrEzRz/cqZ6AXrxdB0VaCB6ATbWr79+jbfHzfcFWatFyvkW+Pvp4nrO7pZtG7A1hev1sEcZ+29fK8+0cF1H+7iDaMtIKquvs+UT2tGRnIM87/vFlP09/AzCO+j7JmFnbdWIQE9Up9sBA9wmHvOB6TdMc7xi0l9xSmXIIOTy4KHwdU+/fw/EabyAea94tXv62vuIh7+m64VPZZxl+h1IlS71kxYMzQ0YwPAbDjyHVAzheuGGp/TpdiRgGqmSmoZOihCtPtCmezC6SUgMAVIe1gtqM6PIFY0qJ7kr7cmmWPdrSFAtJXkAXSgMu6U65xGWRH1g2FPA1/kMwjyCqcPDKM2BVJNM65wkgqU0le9naBPb/dVjJS6GohZmEuJYdB5CMmMhj+sDI8rMV1PH7mXzdFhJ7AYA84GD9NnC7MwQ8HZYmys/jHGeYM6Kpoekr8HZm0DP5SyprGOuq1K+d+1c8z7T8P3I27gAqupHXrkVi5Wbw8UYcZYt11lhs3Dr3n38t0qUNV5hWJWdZ/bKsIpnHTSKYJ2Ofu1mPWuDKQBaum2ra4UI4k4hQeB0bo70PFFXC7GB8KhYDrQJgrmeV2qAgdI8gjw24ercHiCMoQM0V19bFGJC/cyYXcGGNawnvmzhnmKqW9EMCPhRnSedKQXgLPK2pEvUKZH3qRYeu9/H0nbL873UCOC70JAT5zpEgheq1nS9IFLAYqVMrlcjL+ZvxKmKKje5XN94VMsqZWqVjOV9IdcrE9pA8W2wpukcoQK+gz0yrxqnENCzbo1TtnVUHah8V604t4q/nSvGvQAh85M0v+9ohGnqyF5oBCSP+suMmN6kXIwubSqRMXPmuX6RomudtpWq8VWmOBYPwd9EnWt3NBCTc4OLCmd18cTa3LYsvfQ56TjLXD4RaUNf13smTeH4fFvkpn2vY/OHAL5s66IO9Jmqf0QcTL/XCqbWb9lx+wYKeYjsJJi3z989DjLvfTlb6akNtc4/IObB8PQ/qov1VX3m6Uom5yn9D9f5om3hfiv8HCR9v+DwDvq+WdCpDhQzsigK9sIOGGaaY7/7A2SWw2CLwf1ejPj0dlX+igfueOBu9zixZ3S3cMerfyrAN3FP1xEPLC4CpH1h0fGWgCnA0g3PGKnGeUt/gpSZjQR8w8VOXHL3NF4BpCTAJgZGmJiXbtEFnz90njuLZUnG1xzIHXbHKD9wZpREHsmQHSXNI1g9cKR0MgFgvUUaP0kXB632SAZoJCjK3rJrsl7LqbkQYsYJyTeZhEy7gDvb+iYBnqMY2VIgs2ZjLcFcGFmxAm7DAJ5FKmBnzfKN5KOpQafqm9aNqPsrGs81oFQ2JaGvHxlAwgjvGcK8sTnAfJ4qObzWM3hYpXxbvrqmwaAljuCLrF7vpC6g0GZZEQXv0eV6sW+tql1grtrmMd5HvLW6XogSHnmtljbjnm4SqM5J1cwGc13D9FTbREv7ACxSwAZ9NPUerhaqF5U5TvXQOrNDtN2ptccWTkjpWaRSSHDNwhcPI+eHl1juOuh51hzRJVSrOEsQSPAHuacksFUkS4Uz74flAC4XCoRBVHNPuu0mVjpHbcrxHcraptJ7H03fiv43kIu32lVCCQazb13AHS1VMYd1/5NM0d0CvxrzcV5yneG1acT+0a642TfiyuhDfVDW34yqssLr2NC4rc4e0TiPxHWTh1XX093IkgA1lxdw+Rdxm2EjibNT3V50BFUHtrwS5x1DILQCTaSaJsGVl+Sy45oq1zljpoPL99/6eXHF0K3UfjW+i2NRxVwE7CAvsXyo6suiHVX5W5SgW9AD6odK967CtwIfdu6nneeRuNJel3kcBu/QcxR0MbOObQYazXOrY+OFyYbU10c2Rqe1tXytL8bGqA1ojk7dkH4PP+/wDvq+STizxupzCYizILA41zbtjjtea7GfcNzTR1wp8jmZ2HT0HjAOr/aCiQfuuOPun0Sad8fdXxFGGR4oC4CujAEZllDbDKD3hANP8es3POE5VCI9LFbe8JTWHo9mTwzVTqqatGmJ2cyEIcFc9tJCN7z6hweGDw8Y07tYbDldLQTxGjjS8Eq4iTj8Vk7IBwaOGaqbhw/c6LYAVv175Dsc9QV4tk2Zjs8TOT0jpgt29AXL0AHRbDGvbEtSimDJzI2k9ASm8FXtFxgpzUPFlbuPLLuIvvxGzq58f9PaRWacryPc8x0X5oHXze8t5U3vcnz/BUrCx37V/uV1pGu4VOxKMnqUki2sm6gfJbyJezJLQ9UpWcdsSR3/qeGW2uRI8DZyDhQ49Jp/2prVAAuZOZ7h0zM9j66HZcg5vQBxPKdH9UvP/lXm1kN7gODz5Gqh3ji/pTyvMeDLub3Pz4qVedf5pJbgkoBoJVj84iEHOEFXjnWhZAnAAJTUX9LDWnVzUa9kHO/TGvFY0wBUy2R7huRp1XLdyKv85UqlN8WEioGEgGfzIC2BlFoUohjFmP9qXa8lj51zn3sDJrv88pm6iPWbFseKLeKcL1ISDAnRIAeK3brmBXFYSum7mjemIGtN2bglQFGZJiq/lvtY7/w7HGuQdPW8qInMGomrDZsVQJVFW3Ber+VG3ytYI12BGDxD0IiJUlU06/ZwfKwqon7RFobdGqgEPU+o48KkzDfWjHqviVz8C9lshZ3DCi++PbgIALt7fNzTXE+HXsP1L3oR5rNTf65lXlnLfZPmkl4OO5V5rq9dMmzsyOldgOQRF8vF38sKnYN/+2/4Hjq8g75vGnqaUs3CuLuX5+mmHXj4K17tU7KGAeAGqKYYJVB1bCbge/gdj3HPs3kp7/Nwpu5+R1nr00XOu03F4GCEJM+eEKf0AuQdHkDwyZ/ztNvALY2cBNMxcJAYOM+j9VI5YJiUxOmi4lykLoAxyBiQ4fPesQYw7BYEOVVLkTtQhgNPCKB3lGQvGK4DFtI9xPm3dluAALKU6rnjsJGbolH3YXQ/4IjTmAClI8PEHUCWRpUqJwAAIABJREFUgWLc25JkgMdmT0hq1e+h9qFlHXS2PLLvjqTc5o5jUJIXHXMbvcAQAJIw132CQF1sKOXjN1n4OzIbLvy4o5gQyzhd9Jcv6v1sZeAgkjcI0Gu1Zdp2DUAX8dXXvJaRrfdY4lziViax4JKc9wnw1HPNEO9bEjpnutnqnJigH0Ba4NTam3VsFwtRP1UvAZ6v67LFUTroToElPYRhnCUhXXzxifP2hdFNGlTtq3mpkkMZBF8YlFlZmCEnYAOCBooBFjO4SO68gJ7V5kExGwa0GaIsdzunt6ptHiXhWs7pOTBwyzHPuNQmcIMZ3bBYAbICfd4qnIyvOIJB77aYlLTCtlVypxtwqoqpALkBZN91vwhALKkf011/mWb+eLXLY3GKU/Dzdj7rtLaxzPvA2NjMphUNihhxGq+mrZH01mBKnZk3ZZhyvcZxDrElukET2gBKQXZqk+3wbmvHSZmLeuVVOkhrGlCtabl2nEFcuFDQLt8pb+ff5/iXzPsvS9OpVtcLX8P4czS01JOjWUtiTT99nLZiHcftxzLjNpcGq9ZDX7GcyzK3ONZsGN9bX0vT5T7HYfA1fV1tKVoLrJtv633xNtkxVY73d34PP//wDvq+WVjJiSjiFac9MTHnHY/xioGBe6qAHbiH3vVo4vDAPZnRRwA8u8PnI7zupfVN+B33PKsHeJ1vCt6ALMaApT+6YQcOe8YNz/kbZ/ie/EOd4Lv5LU6+pauDoyRMsjOdNGMmw/4goTYDGUplFECi42xXKI/GQlvwCjCqO2a7nZLJlOalyialeAH2Wvn0gOGw8hhYUr12eN9slxovIePZd/1Fi9R5GvoYXNCRhnr2dJ7gaDvILWALWXeZVTeImwSynyT+cX9Y9N2wVsOg2ifBXauBXgO/8qM09N27gYz2/lT5nlgA39VGcUENxybBCz+TMV6Svcn4mSCPwFolenABcC6qnrY+BxgX45/yNF2meAYwVDhdpBQJotxLOgBP4yyjx2SBt4yLju7zeCuwI+NI0Edfel7XIXHjJg3b0XB18ZmZ6UDJpGd6OEDQ55z7s9Mh76VFlIgsrE4yzesRkWZmGqbISJG0S77qV6pV9oCPcWlwV0uxbcGyXCiU7zxa2sx0edYk7mPjh3GlLjkUhGFz38KyKQFMzQX1nVeSvXZBE+94lujRTUowWnzH1tSAJ7yUua476HpGD+mKhR9LVb7JEyq0W77FxUzew5kt9TevXdItNByrIZgGhljirpnDM4vty9/85QYFh+9QUKHwiHOjxzqBZ1yv81DDFfDzysM2KdwTqaGv5buUubyLuENh9/Les4oqr2jqlGsy4973lkBUia/NhS5Xa04E2kH17ep3EudtGJD29lzeLXFuFeoCeWrL1wSFZKOu9pHzOeD22Th1YcDmWsctbguUvlluStuqGglgcWlgFccZ1DRhr2/oNVCLK6VsS9yb9QW14aduH84tZKz70QbxKo5lQtqS9PTtMr/g47r9TKx3JsP1CwzvoO+bBVkoy5cT1YJy188fmGZ4+AuCNbrB/GU7C4FIx39+T2neIxnC8K9X0gL0eZyEM8XcjLRiedgzbvYhZHfjhmf/Djf/gIEDz3jGkz/jRjBF0GQJkpzmh20h/7EzyV3WtnwYHEouMsCi3llOxgEAR0lJaIczjMQQ6AyYh8TRYAlGjwJ5T0ZlznA6fiD8HYaEr6VoRwIlQ1u2JH+18aqnoPZEY41sB6fx3lbpumOs9nrXkZHXttZLYsrrkEimOmem5Vk9VdVsXX0UyCPbFVljIWG63lHsdrANel4uFhlLgIOSDDJrnZ8j3wCCufidycvMXNgYxzFSljU9zuIt9+xCD7+TJYVjjxug6p38EmFcJU7A1Zk+S3XPRL5iOqheYNK9AgT0GVp10pqZ7F9a6/Tt3y7ZI7Aj+xhn8aCgLRm/mQaeCNiKafUEjxkHvhuYJlW16pmjjTj4NjI7bg1tWe80OPrBeiuqS4r6VmCS41dAVWTNweqMi/leTFa6XlkkdtwEYpmlmM24LAMC5uqeNBhQbQeFaAByy8hCPTMBWs/TdtkAJE3EQGywre4Wul0eKpzskzrXx+nUcK1VR9lt2r/du1dhfCbu7XCmTk0f1m/Z9FrTodLsUgwt1pfUAji0JIINjs283sEZ21HPJV2k2WX8WK67NevfvZUnoAfHlbuFfpMvUeFc56O+AyrOyz5SA9juE5N0az9fz+k9XU1pX8vtBJJXyjx/2fVJbOTMMw35QUHmy2dq/SFxDhoismXjVRMVJdvJXa2mbONavq6s3Y1tTdNkLWeiJV9J7Hs2t3TOL97PoFoSFWdrW9RdTZe5tdM8N9wEoJ4qZPt+qTDqdyu8g75vGmz7P57FjuQjDKvktHn4HWVKRMATzPGYdwA06PAazKNPwGZKAWZw07bW52WB8sCwZwx7ws1CqvdkH0LC5094xoewyzmf8GRHSvwC6KU8DbDecQ5CsDrDrv9z7WqVt2RCqW6VBCpcElgyxdE3h1jPC1aMjBeVUG+isnmIVA94ilZGHC1cjr5nmccm1aLly4jvXS4ABXQYHr4SORokgRmmGEegnT8WonmauK728wwibbRNemfAMc7pFuCH2AnmgqRpmHOVXorHLEGyIQjpVc+z7DJW7p2FgK9A3kxgdxFHX5MRxzEfrBshzzmu2TA9j/fwto9H9o7gSm3cEU5VnDg9B3zxA1kuEJK5mqUq2eqdbsqksb52jr4ymY5HuVBoyd+cWR8yzqfkigWdbhk8Gcx+K2DOcPWwSxni22Q9xaQ55nwUs7B+7LcCjS+Img+UWUICtE5vy9jgOGvjKD2ekjGp50ynWgMEc9tzGMxucq1+7gzDDhBwBA0dBawGbiAYbBcK0ZZB36IzLXkKu8OzeuVmwVGMGDesuNEEWB1dGmx7dlyxhdYSMNPn0pOZrOM2FavIu8ZdfhiXdDmR9dyd1v0WUNPvLtXXU78YSxxpamwEy/0ZUtWVY723Nb6sJRMUmcy4Tap3BfR03q5zVaHfroKZVKRAmq1t2cv0/e1c4mZ9BwWLjJ+Tn4/vpz2uc3z9dlrG0t/L/T5Uiri/8Z27X84j4+3AzYKvzfdDgue4NrPrdyig9dY41rnGdkcKnQ8L7dPcqp4u9V3n49ymRkDG1ZzuohffoqQTRULsIl/yVkuZrRbaOW353qe9PAe8esSw04RdFRT4wi88x/eneQ+/sfAO+r5h4M6zmOSouCDKj2IXNd4mMO2Ru/Y84/MQBrENO6B+yZC0IuOwYGQC7D1h2DMO+5Ag7wNu/oxnPOHZn+P8XpzmCzg1PFQmbSwGROrsmtH5NZn6BUZEe5LRciElADB8YBZY0ZWoSc2gOilitz2MsMSu/c1DiveUxlwOszTQEufbhhmeEtwNhDqDgiQlQaoioYGL5EwKOb3VG5R99tjgX1QfmB8GuK07YrTASqLLEaFgjjRegRv967HNVPlU4AeDWALz7JtuC1hnNia+YfDXxSIII8CXLPAl1zTEMiWOYG+557U3Y/dYyvFS16RqJ0+7UTV07uftJK1a6GyJQLbbUpqXKpw1fxwItwrN+FGSV2WaSAqMzGSbYzHJ2QZZshwypYyvecuWZxs0b23kYI3bJALFPNYTDkhhMKscHak1YnsgndghNMAwkdqoeqdzEO1s0UA7FQ5QVuOcwC8ZlHKTYEC7SWhJHZmptKtbpYQLBYONPJsHgNtDww7RcLhFvkEZ3wHK4Mqfp0e7CthVuuDKNW29A6zefyDmDk9Fd/epdEKoeop4mE9BX5SjfcxJStoo6p45RhcOnhwjzbSb1eYFqTKt+8KtwPmJkYT3N1+olo6X69AAScYd56SY/Y9fmUEJBh0OWtdUEEdDYDFne2OG457ldytm5WOoMmqOrIBvzddzhGus5hFqKLRmjW96q3NS80vZ1p90OVtbY0Dncedbp22C0UWN02s+AOg+5nfJL1BfP8dUf8UJHRlfzOAva2COJQKNbW3R+x8SFzSBU6CNBHHFPbstuIqTchnvVmdSSQ/4PVeXBnYu0zyt4+oc7fP7PMuswYTEFpjLzSka8GOZLZn0amttsMv3MhtNZyzV6Ps1VsDXhBrLOcKFBkWZKLr1hePhPfzWwzvo+yYhd6U9GBekn6e2KscFIJi6gZmMb/sI8kee3UGAvD7X02eNat7xDEsSgJFO1Q97htkTbuMZz/YdbvZ7OHDDM77DB/8ON48ze88Wsr0AUgn0YA0oRC0gOJQhywKJu9diogsq3S9Y7kQdfmDaxEi0RGVOS8aGUj1zSvOoonngCVYg9GajAN4B4GYB+Oir7gitsPRbB4xcQAt0mYA/I7PShCwASUvtqKpoCfJq+XZgmvbFma0mkWXpizYcGoiZADiDqHfm4jSE2AcA9yVtL0wogq31ylqJghC16jVTyTbzx/W9vPvDfe0bBXhU53y4twTQG+QBCBlZXk/P0e7NFq5xBECWccrU8dxesm90twAx1sI4iHVNtCp0qXAOlvlYwF0zkW2shXv+6vh8pqEVg2N13zBTDTviyvVCdur0B/TM3WIBsM73GUqFMwfbygR6je1L1a9lod7jyHhYDYLCGZrNVoDDMosRIDNWI5O74SOYtUFAN1AyNbWomXGh4rkqXBoGxqCaZ56zM8YlmERL9IIpCmNPw3nWL7UpcswHzWmpICV6dd53MboyxBBhp405qkZmml3uvsnecGFU+VyODQUzKd1d17LLbpQWCtTa1GbXWd9x4V6EVDAmaTO96/ggM+v1V2N9+QXQ41IAxiqt2/PJddILVeVUuIWlnAR6xvVmLmX5dr1Shz3ddb6YW9tmS71oe1rV+beUmfN6lXB6IRZV4VzfQ8uVMhddPO3zzhFBdFPkO7A9HGgnll2lwjUapaAvDA2+VilYrztSov0Eceh5c5pzjtp8GtmQK5cGBEJsP6znqJ6j4zWXTJ6Zf9ulgeeGcM9/r030LCMLC77Cc4M6gKFa3a602dCRG2ChhBUF1BBhJxmHpmGo9dCqXySaQs+WXfEmTGtvf/mQwLufvt9ueAd93yQYhn0ARu5MGxkb6hZy0Q0G7uGAnvdpS3z0pTVBR8rNA5RMLBiZBJZjhBXOY3zAbXwXEr3xjGf8Pp4QQO+Df4izewi/fB/k3N7Nwuy/FQOGJnSu0hvHSbWTTUMvNiTIIxUPPRkk0q8+A2M4ZoI6DNgI1dJb7rcfCfIOgrxhuKX65rAAebck6GGxkkDJ2yomRLLnSvy6vSWpgi3gju9eEry8dgtg2KqeKztt8pwATBcrJfqrewVfz+yB7TUMAXtLmQttPe/H6fcpZs87o37HAnDZD6dzemigRwD4YB7nr5dUb85ZKrCR19sdA++F7Yqy85sk29Zn6DKdSutKSkBjBixvYibI8zKYApSErdwrlPywGLAusRVQNa7P9lSrEzxm2qlWP3NOb1KBeNcswxwN1rxcL7AXAHS8NzMqRCHnac/G8+JMFmIfHVa7wpWM8Y5mCqpQZbIIuLI5tlq6tJTIdxzTRr5QG6e65lGASo1f9bOgefzX1CWvJ8/qUkY40m1CALijWLXsAYkbSZcVABbdYH/VfGsox/tOonSz+7O7tOvXr3IVmrmtWk65dkC25je5VrW1KK/U7+tpS3iVpkOuzwAQxVB7jsddzZrXnbYBUUjr+oTtApwE7O2uF1ZYKHNwqU/rn6fnldY7H7C2ZJXAbeBQ5t8XndNzJFjPe1XhtHXuLj1s5+fu8yLtkgAnqeByfTXqPlPeFwbbxuleyw+LW+fMns9Pz1xaYgWGFuyil9s5OhaxkMOteDPSzLORtmpn5c8GnMr08vdJgaItDdVyN3o97O1ovvvlJ/aFntu+C30q0yR6Nd70Hn7+4R30fbNwg+GWqjZALbIAwEV1M+xAB8oB9vSkUxB9TjLu3rgYFIidoQNmTzB/wmHPOPABh33AzT/g2ajOecMznvAUnvny//Tv5gGYggnztPaodWZQdRO/WkJJELwYH0o8innKQDMLRxLmp5Q4Hm64mbUxlgE8meEYhgOO20hVTgRQehoNkm5GMBZ1HqNZH6t2NuUNgMOzcJ7XkYZgjvlPS2+uNqML508TeOtMlObFDuB2js/CdmkKUxsQYovj4mBcq1yuo2IXHX/k+3H3Eq6QXMGeJzCL/CW9wwro5nb9yAIeS1zUcfd4MLMvZ24WcPMACfYo0+YYmljHVfncMxpqQZZDkOV5nrDVNOssnntLHMwTrG9GVspyJkEdeyYsbkYcVS671ybavQJ8A4Uyd+t5qWzpJo9jNeeeKqKLWlwzpFiuNbQEob87tnEAtDGpsynvYpAcKOnRfo9e/Pu3zS8RsNV9uTvoc7oRlRI7A8IaJ5UlSdXC1QpoLVPUqaje2ZY0kxaa1OFMS8lYmYTiCzXoMzToM6AMxWRX7tY017MtSddyR4im0ov+1XiROal9XzpdpLXnuP5mem3FYHLs1hpRvX/FxguL7Ot9jzjImDuHZURSmp2LxFxj1zIVNKW1Sc5rjknOba97X0rpf1fGVM7na89vJNSFU/ckLZT5OKd017rSzTzYoP2y9rNetwVOPrP8phr6vOBaqgHplkG+3xuhev8Nvv/tQND//XV8X9AS2LPcTMBXxZF7yjF+4bbgHNeG5kzSsVCH1zxl7+qUI6B7y6UBaSSPbyxlbm0xiEr3qcx2XVPvLzT77JZhdBzn+5aJ9emYXfoMTaXdbRkju9sHcAOt7pWefVnY1Vnfw7cN76DvGwTDwO34fVkMllkFMnVULwvJ3iNVulLikNY5I9vscgAsFvDsACwMtRzjA4Y94zae8TR+D0/2e3jCM5799/DBv8OzP+PmB57thucEVzc78GRB5Cg1o5UngoTFmiPkHBfIFrs8a2LQsiZPn36Wqoe9O57yyTIac7MAomNYSu8s2xkgL1Q3DYc5bsNxGHBYAL5Q5aSV0GjDwSb0T7UyGI6U6FFSlEQwLD0moLFckvKaki4AoDuDWuF2+uaqehnAGkbwRwazAZzls8FFYrBYr0UDaMucUGlscXiG0mCr7ybvB+v3d/rEC6nerGfRL3r+7jHXc3tzNujTM3t37/6doCS7tzAI4Ki0SKleqWIa1TvJHIZEr0CaUfpGhnHWN1D3CmWUBTPjHD4eBYyv3Ss0ZCvGkZZxU9oezCJ79VHlVx5/1BlCfgBK+hbGc/fbpVLAfKGSxMiuS4FOchsy6KjuuN53MEDmw8oRDrMe0KN3ybugZk64fRPPaJ24mQ5qNQTgo0EpznjWm9Z5LbUVsoyS+IFGWaiemUZU/GiQlsZhCio6tR7iPdpyJ3ITS42yWM+/YrxQcVTzYhfRgi5E9Sq6ZiUwlv1Vn+cUJ3m2b6Bpva4b1MgkjzTOZ2imEV4jQFkzSvHeqvAKHulM6PK8Ks/ul40XTV8jvcbzNCnXZO6CcxC1SbOkw5RSd4mdzl9sc7pndD3zTlnv0C3NpspczDnYhnBaLTuSqoEomdO+3WeJhl5TV+q8fo0up3vd9vHQMXLnRY++AB9uwZbfHwMAi+XBPj57WKubBLe34lDzifNS3QqwTFXFjPtod6uPF9m+cD/AtPF/lWFrW4ahVL5JBK7KPE7SO6HFJALLC9sWr1Hdf1vHCs9BEJePxtovyxEd66zDbB8+srGEopVV70bP3sPPP7yDvm8RbOBp/P66eAMIFc0AdxOPXA+o9jURp5xUyqdLbasTkXkKsBeO1Y/xHOqc9h2GPePZfg/P+P1U43zGd/4dnvGEwwzPdqRqp+EYAzfkGRZTvfU8HOzCDidDX+p4JWkBaDpfGYtmPBr+jpTcDaO/Oapsxu9Tqm0OhNXNm4XkLiR9jmNEG295HZJJGjRZ1R4BbLuicV3LP8GKRRsJUma2k2f6yD4Y34XE3dbl94om1i/XiVoCN4mdSZyRUMv7SBk1CoowyziThYftWcAtfAF1J1XNaZhZhqpyPjxBXsY9EqME6NNze63SSVcLAaCtxohz/IDgrS3iNfjus3kVl7v+02da4sx8lpKxgYgDmTBhGA3o0Qo0y8jS6XohT9z5KmUIK58zAatIBXxTC91UON1n7SY3I+y12QOg0rMMwLePKvc1DjiOldkTxmAP244xB12NaVIX2Vmg9I6MVgE9i7gGdwRzF3GDsrUYxcMkLhkytaRp6PN3yqwZdQLk/B0t1R4Y4jYhXo/SvfamZ6C2hL5rMUSGjjGltivVJePN+di75OtcrK9w8Tm+ll/y4tKs77tR8cSbd1M4sAyjvdyS+K+gQ8eiX8TV6CYw2yTSjrXcmKMc1+sJuzWPl7o1pJRWsJ4XcTqvgJ6L8xznvtTJedVgzcO1pWl5ki7VrbHXzXWe895zbCDmuK5AJukuvsjFM4b5mTihAUHk+yjIVw42jvNozYIqLlv7VvHrO9t5XuSNbpiY5rPzHHL0/FU6F33KsnzJFwBO3K1sdFQlhfquXSaabpAu2tLS9aWMwMsWtUlf3k/L+VwweYc2igOWUf2C7pMaiw1CFwCnoZDfXqVViW+tPZ8bF2sdhp+F9c5fsLTxHfR9g2AYeBp/H4BQ/wCCOZy4o4nKtqiUhE/laF0i0/buO1WabuWOgf73nuw7PCGsdD77M27zCU92wxPCOMotAV8YOPCTbjjBTzC0tkhqHlTHczLjrcoHbAtBTjT6xaO66M3oOD1B30hVTgBPR1w30Av1zAPA0+C1p++9lpYdxtrXnbtuVff2THRE5u3hnZ67g1zwAuQEc0h2wmApydnI3mkdmLKgQPqimUae3es4X653YGeYxaxrzM6WkVGs0ZUo9TGjhkemLfVMAPeMm1OAXpZxTz/i84GSgJYK54zd8s7nNV7uKc0qkOfNij2coK4t7jklrGk9czuBB8Arro219E7+tEcyci5xXf7KykqZ6V6h+/ABt0f0eAK0qfkmGdi0DFjn71YVTqClG8EQRpkqBWzG0/XRZ0Jk4CYthHHZ8zbjkjRDOaK06EYFTWoQ0AowF/iSegkINBCUtVomQFjIZ5FnYCTTQ/jXvvEGjuUMXVnT9D6nRzaEtjw7DlscJXBWvIpZG4Oxal/30FF9KfM0O1H9ca3M6upuZfsy5CYr7fohcIo7fbO9PsnLOI6oXk2uAYPX/2v8ySIkdGZMkBItcQ4sEjis13XvooKtcVTT3FU4qdq5GGtRFWve7xK8fR5ju3esGyp9Sljzs80Ep8KqZxzpzUWfLS4UfEsXvxW76XHuYPoqvA0QPxOWd/jhYYVWb6XpoLToc3Erj9ApiaUUCy1TpY4sJFJJ+k+ws9Ra5ZpYtD6XqVY1tUnLnFfNKsda2NYbAfa2x+QTim6s/eq+F8nNtOb5akjVYGKfXcTJ5SiLm/1uFV/pRRLK/txLWjKOa3eQ7+FnGd5B3zcIBsPT+A4AMP0OqoCZGR7TATtgmMEYebO0baVvh1BKhsgIHcFQ2S3Vp55x2FNY7cQNNzzj5jcMH3V+j0Scu9tmraQFBPG5I7j8aElIZ2hVMcDDDIafhjI8WrwoqiUTRWITkr24uUHcKxileYabefwehhsQRlqG4ykB383iHJ8hgV+qdA4o6Iv6i7cCTR03oQ8pHoFfgq5kcCZ3rCuuf13zlYI+VvWZ5PUGt91Hq3NywRt5PQZqMWqjM1HRGNTBjwJVPZTDgruURb0T1On5xABsbZAmpLMh5Qvwlb8+AvyJ+iY8zuPxniqYD8QwpfN0WuQkCATax17Jzxyl7lhx1kwegV5Y1uQMoGP1SDc9wZwYbIGnIRf3lBD4xhwS6OkZO2ULWy2z8iVjezbKwLRqXoYbI/wsqrIp89ibgVVGlmkKrnkD+gr8tMJMbdGAmArXAWkJ3FYma5QKE8x6nBnKumWBvDwnzPFe7hUspXHWhqro7y4YFILBYF4KvDnZi3am3ufvCAVbKniABmCscjXIE9cL1pI9WgHmC8eZ31E9Xk4YsqtG7cynea2ca1RD73ff+/zM2BaRqYTb91LuTpnMlIQXneFzkMdsrQtlmldosVW1lOHrte8jUEdrjMgzEBRwlJYza0OmuOgN7KU6NHnlRc2ScdkWGnLp2Tmlzes81Lh9jhJcQPOJxL6eL6CX6QBUO4xIpeb+tFnf22uh4HfpvmPLdpDHtOug2UGjbXm1/C8M0nzTV9nuf2zcUl3OFRvpCqHcFuSMvYqDodXF+9zbvl8i05CV1Zwo1wveRoma92j3A+zPkgYK2OMGadXH9yMfkefoKD1LPwrV0WrESl09LLQVPLuXfVplp0SueMHgSYLmeKi0C2o1H933yQNUX7DRhnqvZDeWIUaWwfKoR1n6dkeATaEwn3uHLwz+br3ztxreQd83CGYDT/YdgnG9wXHHwx7AfIHbwH2zFLb+LiVtv6HSaXYDLXUe4wlmH3BLx+tP+IDhT7jhKVwy0O8eBo2cZ3UxsSc8pVhexCEkfRFmquiRPS1X1KkGo/n4GqSXtdefUjyzOK9XBlksVDmfLSV9IwyyhFXO+H1KgHcgjJsc5hhoSR8PxgfjR+ZEOF3zAj+1vDqKralTk37+AspcLQsPFwf9NCwpM9hAAWtD3qf6oKWZZfrOqjRY87l7n+nL+mm8wXM8lIsD7/cLIEZppOPhBH5D1C8T/E0T9wqi5unAfVL9NfrwMYsFwmOShbOTJU66V3DQLQOZpmCcWvHKyyLfzGuCoIkp1vrinB5ZqlADnaChkykMY5T1kOuNmXRlEh/CSE+UmwTPMhbG8FFrYLhXaKa4XC1QfawYuxU89rxL9nDh/wJw9QjOhRjWA63GneW7twrOImmrgShbOgnOeAjGbBTjo3GLJcxyj0DQk74/ASB9ZtogSGvqQgucg0ZSEs7BA5ztcSMH9LBVTbOkgsXz1InAyglrZi0MrHQ69sIqCZBeSY7I0jeKTO1kisio2jK3kQA7mB8yTOhztG6w0eeC4KjzP1F2X3sSl4EGdcxGRoqVAAAgAElEQVTCKiPLNeNEkOMguCnIgR2AcIbomTmmdPldnlWZXqqXLv/ideXaqZa9zwHUfF/ixCKnSuyb0hBa6cZJx0WdW5zPYkwDeLDMubRFaUb9LYl9z2MFL63C6f39TdT/vWrNdP25WY6sUpBBJV9bvowAynP8OdBwXKXWYZd/frq4plGGHqPUl7l2W+BLXLSZqt4yVZLWqnVrzisADcCkB8uYGoGkB89QBXAYDN1WGedNVXnp2u5hGq+aagOGbT/RGJMeKl8RElzautSb48OOlcZomexPo6Qz+5rfQq2z2FpfV9X51jjvOnTN2b4RDb78UoKZ/T6AfwHAvwTgnwHwjyH2Ef93AP8tgP/I3f/uV5T3fwH4Rz+T5I+7+//2Q9vL8A76vkEwGJ7xARMTd3tFGcowA7zdFcQCRVWvfdnNRDJzy4eV3eIs37jB7IbbeMIxbjgQ0r6nBHwB90LGVws+cm8xd44nd5idDEEb2nC0hMdTFa8Ydpnv3N3iu4efQBMfe62+eYyBpzLQEiqbT6LG+TQ8XC+Y48kQxlrA83uUiHlbsxTahuytlpeeqbl7S8DUhUD8b6X6qc9PNBm7ClDfcQExuacdsTJgk+pMZqthF6XRvYh6YQ8H4ElolbErkJeJKO3j81DPpfXMVO9MnmZR4Vye+WKgpVwvJMB7ZLvKAAs8QKGAulAdpfETYfpKepdphzBy2R91Nq/imklrcwt++qfs45LGlVF0lMTA+I5X5/S6RHZ6va2lPMSVccxrMnk74Mtv6j6FeWrWj+OuebwGOGRm9vQ6MtfzeKMGls5NkIYI47JAKTtaaiaSvZC0DUCkdCqxOzxVQjPf2FwhsPwBw5gtlTvKsApbYQWoCrgNZS2RNOCK2eT/cr9J5OpXJGsNsJfu3J9IAQ0uhSvariOs9JzP+rd5MAMlBFpEpd2kRjXqUrWamXo00gJxBDUhxMJVgXKFcXJ/AnpdjhpMKVVrAUxtMRct1b+YVz2rL+YcODd3Ay2cq9qqnn9T0szJOcl20zgJ0jJn960CWBiW+d1932CVwXCddgF8ErcqOe5rVNMNHR9fGuxi5O5r5JfFxYAqSdBekcRVDjNQ9bLn2rlCZrO9D5xkjufoGGVr+qKx6LlY9aRkLh+5FLFSB/T+3NK4pNOQNuxz28a5P6pftrbCmzGQ764bOXbqKKHZLOVS28NWgKfZtd0ArlxLsH12Ufde/w8Of+9I+v4VAP9FXv8BgL8A4B8A8M8C+PcA/Mtm9s+5+1//ynL/qzee/+0f1MotvIO+bxTK8ADuoHoSsDKGPkP1jFDsikHQEuFINSDuZA1ZVWgtDwUKaqGmRIT1Ijc0SRQnFzorJh7VqlbJA8g8YyEyRUadZK1NBOcSkGpW4W7hgAXIswB7NwSgu+X9YV73BxrgtaEWTxXVBE3dPbIzLYZL0BYquZwybiY4aojQ6VDvLP3PN65Fp69VBeRE5oTeG/NJlPIAvmfMnWR9H7aJ70CwPtGqnZPvN1uC1+BNJHuuapxerhce01uNM/u2DLfkKGmrmygLm6UKbI6HPeq7TGumbmKCzssLDMJr/Eyac688Cvoe6JHWJ+0Y18yzn5hCBYY4MYyQdJvUIVXEapT4muPqywHKlGgKYe7zu3uNgXwvQ6sHsRwOMo4fuS6XAkipUxpMifopBQxrl2bt0iB2ugP4BfC65Q4uja4ABJBHLh8K5HjO70gXCpA4gYBFIyqft3wwR3mDw3x3dWqsJl1gVHK3VEni45iAV26nLDuxmRuXmm2No+qC8GzNZK4GFVTtrD7fls2xjgOT+yuK7/ugkfKWUapjp0byAn9A+tVAzZeyFOpFupxP1tdsE8Fd5cn5ybbQaNJpLpFubRJ5nbsN+E6tknt5u0uJneZr1e0F1IHKqzmHt8NJS/u83+OCKq/f643wNm34PCO8SAivh8NSf2wmZck6jNHr0tfFmWicrABF3Rac4+I5jVddukkARB3dLsps9Uug1Ti7oJ5/BZ6tVQ+ZjGqScXzDoPh0cb0Ag54XrP4gnS76uM/xbkvQ2gapLnUh6x/1Pjj1C8xE3XL5uFVh0Bml+9kvS5/J++U33E/puTzhNdvXcXYasXu+LwoeY+K3Hr6wud8TXgD8ZwD+rLv/ZT40s38IwP8I4J8G8B8jwOGXN839X/1JWvdGeAd93yCYxwSedjFJUlJSqmRc8C52CTMDClbRcAJZJMszfTiCWctzNUwfgGBimqXCm2HMIARUqWIVbR0x8j24qFoY1aBVMMAXQ0gjCXf42QvCXA7TLf0AWv//dABPI0DfzYCnI8/rGX3v+QL6binVO6yWgEXlkRxUMFZtlTJAUJ9ne/jqmuCRosrpwAOdjgAxymziF+ugcnTBTNT5Ae82tdTO+1kueNQ2GX0OnctWLTb86nrjiHbPGkbGvWDQcEK/ryVws5L0qXEW9ad3dxfpZxvqmU7JXwM/eqQLSV9YsuzxIiCwHC3Hzv8Dj1qYQsonVjmt/ePBvEDe5H2XVL3SFjgjpe7ql/N1nhnityzjKo8CcK5xyfDGfdTizi/RjKvVeb/zkti/PU7a0lveAyGtlVRluVukckzABfM4yN5QvdIqox0l8wJgonLZG0RtpCXl75TwubU7hXFADbEMVzB4FMyDjzp/B6DO5ZVkz0J9E0C5ZGgVTivQVNQsma+mXNEXwxvo9ttwnnU/iZmFcnSsbAb5ut38ysKKFAOoH+Qq8RZnDQmW0p3FJH1Q4LEOkU4PX+JiHG/slctMqHFNai8SvaSB7WKE1zWi+y/HvMk5Pcv5wPS5ocMHcf5WASMNNmUejbNHzWIA23WsTLtFT9TTtfwGnE0fmLaAYLpQqLZLmUiaBqqV1maOdnHP+Qbmvsxs9mnXsn1MqHGda9rwucD5uuJJT+Z+pzEQIGFLvh8G+Po+5uZY3mJxk5DkjVNmAHDO/a3MQYmhSpzsPLW4sPPTjHHRZyol23ZTnDSFZQCwPlYMIHiTpQ+1IQmuun2SkWr1pebeX1VdPRyMZJBN8B5Eo+uo8mXgAik03daEvN+/gzFDtftLAjUMmv5K1XtT+v1YyS8ouPufB/DnL57/NTP7NwD8LwD+pJk9u/vLN2/gG+Ed9H2DEH7F0gtYumdwn5gzjLogXTS43wFxS30OZA4HYLSI18ZbDDyBcxTY4OJOp9VmM0GN13kallzrneU5LFHlmaa7sKjzVbqDH38PKFs7kmEMaV5IEQLgxVm+2wA+pEonnao/J6g7Rvjeuxn97jmOQXcMQpOzza7AzKm6KJKuaZi5A8pzbLyeGwgMhqslZzyXkB1ypm/cbdujFvoc1LwY1m11613o865aM4GxwEwycVlnndPL9wpjO626SR96Jd1zke7N0Lh4eJ7XdEr6PKR7xrSz+ugBmmWxunrYLEZRx0speNY4bOt3pXZpcW6urF+CTB43QyBxBH2arqWC5SbBavQCRqYrz/55lxPrb4I3Mngc6dZMn35+iBGH68C3WJkR7ppreYaUunFLfBkx5CKSKTEFOLHbHBsNBcFARspydtYsrbkuLhBq44iMGc/iyRk7p2RPXCjIzI+47fydddvLkiYI5tq4Sm9ZkUXp9xz1llnLaJg27KwQ17xeg0HuRu+SEb29ivM3Eiv/dyrI5YsLr8ZPXjQ2M75F5QEBEcLUrRY2Se/QpWTFi2zNBVIZZwM3MhSG1GyoeTOt8+p2C5AbLVleuUHJtYbrRXyEVvfu2boaN1pVrzcwB4VYHloopisR6eaVime3r74d57jOs5MKJ6qspb8vVDj7u7z1JTWllnu1iLyRewE0UlJVqex31EcpVZ/10vJ6XmCbGwS1JveszEp61jyDviFBcWM4gpGNFu4AKNUvTwXyXZZ8UlHSPjeurRBwwxtfy0l6frENBEryWi2+29wGkxIG2Z6/t/NPL0IaraEOHGq9K/iFfKPVINd5bXnzXbaNrYvWLXd2WeZVaFj4tTl/Fi4bfvPhL+bvBwB/FMBf+y22ZQnvoO8bhTteMHHHHa+4+wscdzz8BY/5ioe/pFXPewK/ZE4vAyfaAHyUYYFiGtEEmAz2wMQj3UNMGB54oK3k9SLAzGTU4W0Ug7vEkCU6dt/J/h1tQj2BZwSHuWOMYN0OoJyrH4P3AeJuxvN7YbGSaqD5tlEagY5QrwcQqhAF/nheTUBQXj8eDrfR8bA0SNL3VT4CDMLsbFQNO9lbv1AtNcW4gdgmGRFDuparPMCmksK0zrj4VV96fHbP9lFd8zE73X32iCLQ8xkS39e02sKthvCjF+lfZ0jd6I7j4bPGwd0J8OgEIRU8vSV5It9riUGCOMoByVgaUHG6W0+TCCq9W0AZUFJytZtJxrxAo5zjWa34AZh9BklN0KP6Xhk14O25yW/Zyz/L6V1mciXWIMGA1W6uLb/tQsVgNa+yltHODsyO6EunnG0FdbTeGYweZXMC8KZI/DKWQM8S6I1k+sakg3WAjswHEOlMTwWSIWgIOpLDq/OrTGPNovCNqdJZrhcA9JnYTtuMUDwgG9wwGF0ZNF+GN3iomre2PZPffq6mUtZ61vmvcIv3ci1aFXoPpOQux7KWo2f0mOc6TkGYpJVx3w7TV+k9Z7IBZdF2CgDrMh8luQfXkmVOy/xS6Z0Avkq7zNtuJ4Q2xDzV/pxCrj12tbI/sZTR3+0817u162yU2FXs9r2Bb2XryPvqwP5RcMKZo3Wwh5UeMU5VKUmbgAQ8O6bJXEE3zgCmwB5Qf6o9flFY1hr/FaFe1tegkzp3eVXbOEBuLJnk62R2BlqkN6Rxtkex18baLja3rnnuWOk3AzUo5P0uP3X3/fqOaxqTtqzj5+vKvOZV7Hvqf4ssGrTEbs8PH9N/D4Z/In9fAfytr8loZn8awB8D8AlxVvC/c/e/8VM17B30fYMQFhNfcfdXPBAA7+GvePgd01/hfs//08qg02uaUjH0tRX7hCLESGhkJouaw+2BR5pMd3st5u2wdBKdFnmnWE2LBX1ijmDiy5FucS1Wv2Fhb+CAo4X83GVC3TcDGERrmCW4I9GUBZTM3AVRDrDjdQYglz/M3L2jewG6IiDYK+AHwGeocBI0zQKJZJKC8BcPsHF5OxO3qKKluhU3CmcuFsxDdxCWu/RFMHmo0qVwtHpqjAvDwzxU/Fzex0Ma+eBCP1NtE31Gj9fuYWDlgTbCUiYT0v0GASDPb85U93ogQOBMxnB6nsOzNOQCPus4GFrSl6qcqqZ5Jb1rJrI/ANlHxsKVQWyG7eRI2X1NVyt1pnWrWGT7V4M5K3O+M4XFWvLzeX/7GseeLhRKVaddJ6jDXAIyhTE0aBJDiy4TmvEadJOABIQ5IAfP6rmleqfK1AzD+3zeoo4JkeT5wM1uALzA3AEDZpR0iFIPQSLf4SBdOqliJmylCqd3vxRwFCaOUoIuB/03O5z5nAyWe+S7sOok2o/nzXrffhFzBlIUhURqFKKKkHafyIZDIUptKjFdYBs/5VMrmxyTfY4OSZ91lkienLcnwCdzxYE2qlJqzTJn89m0VHUeWxkeGzcxmAnhOI/biFOkXsFfbx8CDf74Xtv8TvqRk0KkayvgxFIf30d7FTnHu48t+4p9x/Voh/AyLNDGVewi9jrkSEavZb7kZppTXVscaUOVU+OR80FdIbwRJ+qOBRzt2qWBu4ebEys5fNO55T42LTm54uhFbr9QnVFdDOg8sqYxWfE6HS1oVayhKGNxloWUlMxw8Q606suPbksfx/o8ljltGplaDIx06f+yGHoSVa7fkbRVR8MFucmYtyRhnn1QsPeUlnEr2Kc7+nMb+u91uIrTOrW+LwkO+1m4bPDPvvVPEv6t/P0L7v7pK/P+h9v9nzWzP+Xu/+VP0K530PctgmPixX+N6Xfc/RVTJH3T7yHl8wfisHkSqvzbBD+Jih3J3A0M3DDshoHnOH9jR0vwwIUUAfwAgExhAoa2f6wm8Rv0OTwZnjadH83Ikz42EJ724n6mehcXo/6HZBLzfB9aPZPQ9ZDrnXxObnlbaa9XfEnz8lVmXoThkbTImQsAz/EBIglLZppSPiDUO0mJyc8AzdQDvShwXSgFGy/4HcS2dsqT3asdyO6XUvnLspuVMHm/PKs3B6hY+5gdp+f02uhKvN9j0qXCapAl8nmpbQbwnQXy7pgN4iBSX8s841HStclzOpQAjDzxp+fwrNlJvqyqdsU9NzysmcRioh/FAdSZHaptGt88mV1BX3VGSRjDUuP0fkZmCPVNPKvoEd2l9CKnRgz62cYI8OwHEty5rTbGTWCRk1HhKODOdIwsG9bzIKX9I+PK0qYdnS8B4PBRZS/gjvk8S6DxFRcporfq5aqmGQxVS+R7hpKx1I0e69eVOdCgrliK6rY2TgDozEfOv2Zc+Il9sH3KdHUed9AbxspZi5iRn/LqXJ4ya0OeAWhNhExMuuQZ6cY0DtJ3ujdhGbNUEKlm3mWWNkPNjoikYSV2wgMc83HPDS2Hr9L1MraUKUXVsdaELIdznH1EGX+sEczX6tzoGhemsNS75S0Azls9fzeXd3Cb7EjUhg77iOW7L7Sh2N5l/kNAnowBrnfd2zLjm11uwHlmoD8XlPFXpnwvYS/5rbhi44tm2dltAfvSV3KDmnOtWum+uTQAFjpVtAso7aC2+ps9pJPu4u1jrJAG7P0X9S6bvd7S/gJeYy2VZ2Uv3RbkOsd1enmBnKNNpzlmeuO8vpFsPnXlfa3fMl5/ZIlajp6V67RDOm0fE3sPosrcYaSWKP251fY2oPz+wE33z9gp/V0Lf8zM/uAqwt3/qR9aqJn9iwD+dYSU79/9iqz/A4D/CcD/CuBvIKSF/xoCQP45M/t/3f2//6HtYngHfd8gOCZe5h8mwHstkPfwF7g/gpmlL7GaT0MWhmSnbMBwg9kBJOA7xjMOe4bZgWM8BeizW+/klSIdUDuw1gxBLdT+AE3TN5vOg/pJZlRtDGE4ZmLisLTiBxp4aCuMwdDlK6U6yn4mINoWxHvCc+fNFrI1yCjnol95E6wF89QWOicsnYt3XLlk8DZU0mWgjKJA6l2CNQlVPmFYA7VaPhzJ9ClTKivwG8H5dtnWKcl5bo9sUrlQ8Jbo1Vk8UdO85/USlwzkI90kPFJ6+iBTyDOo1kxcWNj0OpvnEtfGGVCbBK3Wte72v7Uzz/s559rB6HHaDPkE9W2aie70kW5WnvgmqiLa3/TcBgEltn8uq++77+72OOe9cicrg1PA33rptpTU61ZJ/DuKuTtJ7Gz0NfL8XalbitPzmdI+R6U1WJ3DG3ldcalmXK4QjPlQzPQwVT5qpSgzgr6exy0VaMY0eaw+/8euW5jTLl8lC5SUfgn7cWJzOIZMRoO0aSlXGVBpR+GrrQEN3poBnjomvekdIOAjbnoUmwkYFFCYzHZZxJX5QZqulnTZKk+aP5ccMh9Z7m4sybE8m9ZnbLV1CuCu5ndv5ggtKP+0+g59NrdqcZzSIdu8nMVV4zjWLWyy22WwLe0H8Uwbzgx13llrX6jE62vCibmvci7Yfl/H/hLlCXLMUMZEqhIZyWtEjV8bC4KqNZctuVLl7HUw5+1+FG3LU9Kp04Qhj5JlbpOOILEog2353uz7pq1bdflb9jtP/bJyJvt1173HrrRoLedMp+Lu8+BpP7N8DdauNg+0jK8HaGut8fcHDPDP1eA/bXk/p2BmfxzAf43ovD/t7n/xe7JUcPc/tT36AwD/tpn9JQD/OYD/AMA76PtdCA7Hff4qjLj4HShjLvdcbFLKB2Emk7rGLlVa4fQDsCeAwC7Mo+R17vqLnyvUghYsAE86xLL7EOZBT2U9anFcFklDMoXBZA47MPyGwwqmYOLI9xp4YIIn+1rNKFoT58qC+Sswgq6KDMsDJg6rqbIFWcQpoQvSF37hfFHbdPjihqGMtUhd3EkvJrBXvVpwTZ4Pubd8Bz2LVBY5rd9L4UF+2frLD0/DMux1tpVtVHD6AOAzVS09ACBAa5zx7R4cXQX6PA2weKp3TtBW5qNGQMI4b+D3cJECF/M3gVTh1BN7Pd6aEWy2tvN3X3ihqlKttM6BKtlrCSrGcUFjvvzuIO7t4NudLqIcbFmnMl8G0KhOfr5lx7yBikq+R7dZ/dHJrnowWjcAsyR0Ac543o4WNfua83Kkm4QAfLSyGWnrbJ6FYRVHWsN0w81aTbPAYM61UtMstqMtzh7JqZnn3BRJXlur85Lw1T2ojilqSjLX2PX7pnyxCpxPOi/f4CNUkqNATdkasvtvsSL7SNKRtsCbAic9jxnO9EZGt0j6Vlij52K5sdSzaz+r50tczI9WBU3wlKrXAFaAl5s+BJ6c18Fcu8zzouL65rLBwzsxrIQpLeO8bcNKLGc14sS2rPOa12rIie9y/lLnfGuwi2dfEwyWRqEAqhRmjIy5L4kjIFJT+7vbgsh7Fce2rHH1fqLmTLP+tXGh8y0nHSGRToprlwZbfdWVY5lzQSb4YKzvr6COlNcbCLJMx0W+pS0dtwLVhj06x5sm23If170GGFYXB1ejpaV6Kw1R+ra8H9oCuNb+NWWu198P7q7zXcVpv3COfn8+tvp3LPwfP0aitwcz+4cRvvr+CMIx+3/yExX95wD8+wD+STP7x939//wxhb2Dvm8RfOI+P8ET9JWinRPwNSmJRdaK+FL50Sz+H/aU1jpvOOyGwwL0DQvn67Tk2bv8yhDEQhnqPGFJ1HGvRX/iXgttKfw5krFj60KFlKpEwSCOlvhAdpiTkXBeezIqSZQJXsYE7hYuG2ohM8MD3sYiZPH3VCF1kXwBea7NGUdAKXWREfM2anJFzHndjHuz/mQSk8ctUDqtgd/M9DwPdCaLNEXR9XH3SyV5ZBzJMNJnHp/RabpDHae3NI/KWA933BEqXDOdpYfaZljhfFgbXnkk/OOu+wOPkNzR9cFQ9wttabZZzmyr7uxvO+yOtq7J7xFr94R+B5ZU+TYJ6QrslI1+e0F1ALZwO8H9lPS5GCSrDK3KtBTV0mdKr10jbKmCGzIsZLWkmUBrEOQxEyVyfcZuoK1xUrIXd+1CgZY5R3bwKMAYZ/0GLXu6uknIuQdR0TSescu81mzLyI4hjRkmDIhxvhLECuuVtIT1RVnst+quCtWFn9NK+hyv0Z9xlQq4PNciyCdjTVvUpzELYmzns2I624AG8/VcbjBX4CrTKkhU4ylU2yzqHQO46KwCPUgd0yiV5yukESb3UtNmG+ZotX5Ue3INGKiaVhMsdRIYTNFzj5uIeb+dzyMYZdqK8wagKsVfrGvW98iOFwKuZ9krab5zf/szPVAac8WAX4U+92t1fw3qvjwuzrcTZKwS8iRT6xjWBYqgwrY00DQ5D6VMbja+5dJAgcraLSbFNu2rfmGZe2OK7u1lWk2sAqxLn1nN4XOZbOf68j00SJnOHcN1+MrlgEK9VFB/Y2TsJZ9T2fbcl6/8feWtLd7b0iNWjwN1HLDad71yvQD8/+y9S69ty5Ie9EWOudba514XJYNtbMuAeNpgyUjmYblJA9GggUyPH0Cvmu64YdkSLf4ALSS7g6CFRAMhixYyUiEhGiAZ2YDNswFFVVF173nsveYcGTQivnjkGHPttc85d99z66w8Z685xsjnyJEZGV9GZISvfSdtfW1Y7COdByM4n1z29x5e09ZPCCLyRwD8lwD+cQB/A8Bf/r7KVtUpIn8fwB8D8CcA/K/fpbw30PcZgkJxm9/AVqYbUhWlM60kWqa+SWt7BHp2Is7UOR8wYKCPIHDQfUNM4REkwIAKFTynn9u6pcVQOAhwoKfafZ1BkYwndiguGG6yXtxIzBSzETqx27VOqGwONCjNM+ndUE0QKcCVYAUOcTWlCxmShSfTpVqAHMTdMlh9Afr8FSbUz7xZ5mRfVk6w7HlRcqF9Aa5gr55BrMxj/Gre19rql08rnAnoCP5SvdOB3DQGk47TqQJmKpy2v07Yliqbvks/DAgakHNAiN2ZQDJ2fk4vVDcNOlZDPxxHVZ2rdmEwhAGgljTQbgijGgq6F3QtY4le7uTwJQqzUCTgK6OQIKGr/+T3X8qt41TIeFUWoxhboiS+xYs7PU8gRwbGQBrdHaQFzrSYy/t0jS7OLBEC8mwdAZsBMJ7JTUYwry1dPX+XFjST0VvH+8bNmeiy/AKOgVv61q8I/vOUaf109sNCBWrrvLvHHFXwpes9QZwc73u+BHFWhi5laovbK0hheQ5+9pJzeoPrDCQomtDuYgflnB7/c/C0Sz9KEGrb/izTdul+GmjJ9YSzvRtpcepa3CvU56wD/o71LCIA92ebhDOMpjRyrQXkoQ2SFej18XRkz/Xw5LWhg6xeT9lICjpSXuCwtFXW3enD4o/uFPBxzreqfSKp0bww5FLmYd6UmaCCMThfcsUSpivvo5K1Z9tiJi/vwiYVWgw5ui0o5+jY3roio12XfFjyoeYr77C0S0tKoBhZuzMG0kLquUoly1yhYaZfRxvXgeMoPL7veVu+bVDYeeS48XXhLXx6EJFfA/BfAPgzAP5TAP+ufqpp34+HP+y/X37Xgt5A32cJiqkfEEJ9KVa/2kHiATPUYpI88XN7l/EUjtc3ecLmgE+w4SKPEAzIdMt+Vp0RUKHExVQtd1fddOW+AGm2cF8NNGj1E5gn1WiW3VRKJ4AHI1cuNdhVMHB1icPADTT3bkHsQIktFkOg086O7WpO2ndfPKk66cngeIddRevb0Tpb4N3hvIvWQlrmi7/5meuQK6RPlNCEBCJh4crcJkObKmvmtqIv/NLXl0bSBcezg3yHOMfjBmcMAGq8z67G+NgJUA3Lmwb6TLK2Bxzjr+IW33jGVzcjCRM08WOgjrIDqoBSCu3LYzBolASXj1MWrak7Uk1Tyniq5xRCdtby1n5BoZvJGL4mdOtl9bmUuLPiQo1pRQXOFHV8OHopImadDoCU83Rwhsikb+kqIdkRs6aJiKkQronuXu8AACAASURBVAO/kOfNERI0S8Pyk42oMDKNsHRWI6V57B/E2M65KJBgyCwxjS75bcwPpsm5UrpxScfBIKWctctrOpzf+nfLkXr46pJpWp71V+tozzgl3UICOsaZdJ2Kl1kHJXQxSxbgN6eGyrvRMs4xTyusDTHXAjBKQKaIS5XsnKsZZ+dfA3r5pp5JlYrhFUk4CfC9qiLlMS5LPbpXmFL1GRbVby0AVbreQ9CHVbIv9WvdC1b+qbTrbkgKXenGOpY+Lc5XDbU3Oqpe4ngf82F41lKmLvMGQJwZjjjSWtIdBzO1/EgmOEjMPHJIpXNLmcEH9LbEhlfksUhuT53jiU6F5SzfaVjzrTEHyoP8YnKaqqa+H1vbmWmW5b48YWpCwTrK76hGLkRsbUvkOyF0nxIXNNdv7r3vPYD7sbiXwg/Beuf3FUTkCcB/BuBfBvC3APw7qmF+//uq488C+NMAvgbwd79reW+g77MEhcD97/niT/PGAtivpEVOkUds4wLgAZfxgMv4wiCUPOKCBwN6Oky9E5c0sOLMYUABVdwAc0iOHXY2cIegqOM4CCTgM8MyvqArQPvkJMJkBqfudi/2O7BhysSOqxmHkBFAZMB8AwrM3LzOCYgYGLN1JDRUCKDKGhZ0MBgq5Vk5M9hizBfVF7WBPcu/yIhcpcXo32zfYtO+jrFHDcMQ6Fm3DIFZF/RugreZSwsZxcF3YHs0r6EINcx0pOxqnBqy13a9+7fZsYf7CpPs0fCKqV5OYZ/Y950u4Zt+Rk8xi5QvmTKqX4YacjQ1gZ6Bsnm6uMTYOZkH+bdfnafWZIokas3FC4gxEuMFAqhbKSsuGSrnH3ExwDjgPE6doYrmiT+rA1MiXcAzDmQVjCE+38gCusp1kdLxuaUc3laJzZLmJsEtb4YLBf+PvjEFRbo3OvMiWtwkoAA9cIwnk8f4tLjJrnPrnkwniLcD50nhr6qQgvU0hkPKdUm3DICT8ZWftbFWbJces1baAb9Wj6CULtKh309PeAR0TJu0hLkqfVKmd0K2KDrGpo3l6yfVKMnrxlVI29zIynBQx7rc2i47o/rPBHxzR8rWjrCmfg7v6FsvQVE/o5cd004ZKnwDrcTVTZyavwDXYCK10BHJPqmUvDOdHq/5ew5q1tCByr3xGGqPZZ6sQOw0LgkT8kycP1PtLg3MF0GA8UFXL7AF565Lg5hLr3Vp4GRKeb7P6elwyqL1fb1MzjkHCOnnT71Mifc9grVVMbIQg/gC599q3Imr0rPMX8vMms/y8fdj0i31NeEIbqSkydoHEBt/L5Vpm369LSz10GZ+r5pP8rydrGW+Iq6Cajm8RQ5qnr4+xmXpZ3E/hiCmkvcfA/jXAPxtAP+2qj5/JM9vAPgNmO+9v1Ke/xsAfltV/7sl/Z8D8J/AOvc//Fj5rwlvoO+zBAX9DsEXVqOV5HoGUFQ1t/GEizxB5AEXecKjfIFNHrHpBQ94wkUvJi/QzRhElZDEcUm2fzcIBm56M+ItioHNVYZu3hrfUVXFdLcRqU6TEzoOdkNcbqjl4H/adyRT0GyAKrCLQpQ74kZsBkw98yYJruALo2qsga6qqUwRKo0A3DiOupSs7oq7NDFSVr9I3eT/QCW4uYQYePV75YKH8C02FrVPa1DBF1gZh+QMmsRSuUsvrrKZLFdK8/KkDNU3p6Rz84mJXRhrKlzc4Z+YmKPlLOyWAUIDcGQqvXHuuiM6x0GpqCQjqeyAs+v7M+LVoYEHOTyPZ/c6vZbRGEj33QQJCUIstsK5yTLFfd0hlss8r1IYB2FcqmmaBA9xL1TFFJ7HS5ZIippmd5kgodLJDZWUind7nmlQReOe43n4AE4VTr4uJddlU6NIO6t6Ju/rde3mEJzXzyDt5zgsKvO8fjdyUkiAx7ZUrcAKApkufgnWdHnucQcjUnGtTfWaZVQAFyqWUYTG8J/lei9zgmBLHR3tnEved9ysgSDdpLD+kYaRDnF+XhdufZf1Efqx72ZuM1m+sumTJR7jQoVTfWOxuVfQRd1yz/q1b7tVKJhdZtC5qmUqtJW/hiYB0VLeQgT4farEt463ACyncZwPpdaF5KzXvCdgsPFdC8UyQfg2NoiJ/zjOG6ihS4PGa/v69QqXBlLmU0xWRYJC7+mQDiLpTdt0o7Sv7bZUqVReJ8ioL9w7rMZlPryQr7QFsuSrOXl3dKGQV1mm8ANw7GmBY2VpAwxI2XTQ6H9F2iF4bchWItaWJcEvJHyaimjdKO+l9N9XlPQHx3rnbwD4S3792wD+gzsbTX9ZVX/br/8ITGr3J5Y0fxHAXxOR/x3A34e5bPgnAfx5GE77rwD8FXwP4Q30faawLlpJpmig5RHbeMKQBzyML/AwvsAFT3iQJzzpT3HRB1z0ggc84OJ7+rZjH9v6zoiYxGdXxZTNjbsM3OAuGYRn9pip+jniP1frkZzmSU79meQZQcGEyg3TXTjsMjH0hitST3/qgGLDrgMXqFvvzL26ESsZ8mU8mNEVMiHWRlrmNMZMm5W6yQVKjv2e/W9E3ACzt0HJFBNEI6R7tBw6Sl9w17Na7qxE8cB8FlYnVFCd0eEXCMCucPXLGe+UipmupilpdCWkd3S1QAM9SDA+p39/L0UAO3eDAu4KS0ZmrL1E7U9Z3reAAeve1y8qshZWn7PaFqcBsuiHifUuBWQZjbGzxV0KcwPAsWDdBZWox96IkImMxGhpq1uTPIcHP3c3Mtek9U5g0OgKaGjF6xnF0AqszeGgIcaexzGtRKuLCrLxeT0u37qqc9U4744oQ3o3Bh9Un8ny/OyTHMILCSp/UDV8ea0lTUjwkL/TSVp9ToNHFRQSM8RJNapfalXH1shvZReqeXrdqWr4sCxUKWan1DyFnhVV6pzPvHbH6MwfdNDn+EiauZQORWogVRpBml5jrI8yPmLCvYLVEnEV5LGvMA9j4syFSgV892j3WUj1Rvv9GCC7d38/juvgR6Q4Tqe4rgGIs3ncdDy4eqE6px7rh9OUUC3JxwggxweFENNATC/P1zzhul/ndNI4fteMOZeWrfI7LTnuAbx7krvoh5Onlq+Xw9m/AkP+XZeLCg7jI62LtSzn2tbht9wfAJock688Qc//yzlDl3sOH6XMh/BSjk8v7Vc+/OFy/ZfupgL+OgwUvhT+FoB/DMC/AuBfBPDrAH4G4L8G8B8B+Bvfl9roG+j77CEZ/yBQOmA7eBcMefJze+/wgHd41Hd4wjs86AMedOBBHtzBuRE694oXxGXH9BhK2wYUF6gqdtlCBTQVvNbJzwVBsZKr3Osxkyt2dmszNsHVB6e4dBHJ1NrPBttBnOaKATRE4QoE2k0K1zoTHNn75fP8a62qylFeSqx83Enz5UP7QseTVgBV1fzOF9ARxmVKPs0dTIma+yqi2ZL2LgClBC7VczXNcKEgPFdX5bYmkaPT5OlA3sDe7qpgLvmkS46yUw9X7TwaXSDjrLFjLn598HXUxkL2H7Amu3OuruL6+syLuXvmxeNQmJyU23ZT53CwGmpLIm03n3mkPO8LcIIwKfdaxkhAO91iLo3CmmRcztMKGDeX5AnQyhxSnDKoYOMuvu/SX7wvjAc0JMaWb8LNCQ0gx68Tapqa1+yO6jcvVEM9bUvHvmNc+X6NudRe5j1u4CBVOU+WabGAtTv3TK/+C6DAmA784lkAQW15FXBgVcskvbGHvFYbeH6/bqVpyZdUwTZ4nG4JgqbBU0xXc6REP2lJqm0SGGb/VPcK2v7rtXcYeQYrU3WzUjL2KGFM3TRCKS/v+ypy/0tr+ftpIWl8llQHIeK+06VXxqUOZaQD6SOSTgX4PHFpQEmQ0TA3ClJBIo9S3HMDw80nJVkr62t1heBtHg34SdYHRB0rzRandJU/EXS3BTUfVUpJZ/KaRk+SimrJAxy/0BEsroFtYZkaTyOor+bWlcsy0+14dj+qZ+mybeOkzce0PZYtLV4BW7779XVe6PuOQ1yTR/l25/ZeirsbVPDDsN75ie0+K0L1r8MA3XfOo6q/CeA3v3OjXhHeQN9nD1J+neUbl7DK+TAe8SBf4Alf4BFPeJpf4J28g53mG3jAhk0GhvSjwQobx2aqf+KmE1fKBebVgde0813YsctmgFHdupeKE/BbtHQozz4lKQ+wWM8JFCJizMcNQwYmBgQTu+6p9qVmVsYkbC5vLLo1IuKSvaqO5LvPkuZnyJBQdVGCQZt9/R8oi609T19kVKEbLskoJjR0R7kLkAh/B5O6FHPbvrBSPcmxk38XS9RMsTuzxvN4ptJF4FfkeS65s3fdsY8Ecway0/DOxA2g5C7s/pFx7Gf2GsdNddk4EKUmMXAwVO0OkdGRSGdL4lGt4Q63L/yROH9DB8E5FkZ+PkG7bsVoqi6FX7g0KxcZBVIs4ZEZ828pyQQk01MYA4wwpFI3CGxMjHqX48UZj+GM3tCR0julpI6gTEJqb2/ueQA7F8j+LvM9XStoqF7x3q7tTGBVy+SZu3jzYDTTipv4Ib2R3ZPWZ8sxSOarc6x+ain5UI4sMZx9T44W1zRvDFtVn2Q8JO9nZCZ0QZPerRI7RbGY64SDkCX9fmYZqWWALtGDNuvAYLxkvmZ4xePC6ArgNCCV0KdbzbQ+KIrybMOYMe8CoKmrYY6EtlXB3p7sy30Cs7pxxmMIAfJUcXCZEO2pjOsMkqJ+b2NBorT2ERtp6Ow/NzHZjnuM7DGcwZL1Op9FWZo0mufoLIWr7/mgD3vYkuqXfK9N6iaUl18nQaFLlfaNsRqDYtvsN86FC0DgmcCyZkmQySijASeTE6RiL/TJ8nSN0/ZElvT3yyoUqJh5W2pjJ9/LHecJkR+gMkJexbjbhvpmtYD7deaXzLFocSPm4FgJYWtaz8czdrz+ocTJnXbW8RJxkucS38KvTngDfZ8lrBTJn4kA7n9vkwc8yDtc5B0e5R3e6U/xqI94kid8IY940g2XIXgcw0AfUu+eyy9N+N/UJVOhm36BCnDDjgseXBVoxxU3jHExoCATQ7YGEHKBIIO8OTO7xa4j5RaIhdJaRDuRpKWqigEzmnKDnxNAL38Kz/zNOK8CIMAP4Gf4eJbFGaYzdSQr0pemAkhEKMNJp9d5ssolj7oFqCOwrWeeKG0SSHLC8U0LUyXZIp61Wd9vhjqmn78LyZ2BPEJAi0trq8Zw8p5MV2X6ivqWZl/GOKy36HxYXvvZxxP9J4k/+VsXgLqc1m+s0Bw7J2cfCJ+yXVp2rKWXR86r1DcObU2wxq9sIWV5GZ/gbigZo/uWNGPUqPQ0kGKwxZi0zZmvBu5Axkza+dFtlDhHRlVVk3FbOdsH7x8CqSqVYzfVX61x+VkP9+3bsO47a3zhtxrvczC6so699bqkbyqbBHVSrj19gEWUfwR2Na+muvghDhO0nGvPUybepHueqSo8ciOHUysgl9OA9Frn9Gxxr8DOC8Mrnm/n2biRII+AbxbXC1FO1JGbPoxlfYqjVI7uFWpclt3VMNczelFL+bANICjQjD4dxk+f16PFyKGu78xkBi2R0CKIEmVppuTd/Xp9jnpbJXShc22QSjdrJU0V8yP0rZyb4xzjk3vtewncJY3OdqZUqs7Y/v75TSplRYk75sjUnHSSZxCZzxee8oZLfdndeY768Gq9D+s4LHe1zHz2MdXdE+uY5Xpt9x/UUL/Ft3nfP0jWO38Vwxvo+6yhLwRBJpSqnRds8ogHPOERj3inT3iUB7zDhscx8CCCyxjYxHbJuOOXZ0ukyumcwRluDMQke7s7V9/wgB03bAE2dpDsBWAgZ8iW6oAM8xdI6U4QOvdBRjJKqSLLUT/vZ+VIKd8u6n9kdHj+zPxIlWtwB7pamaTRlrqUKbjspa0uX2S93eGo2hXwRIftjpIJV2PRiyJqLFb23hJ8wcSMOF6HlUy2SVwihzSSsPrJA9wK32J4Zc4daXrdra3yLtS967s7yHSJarVSSW6Zn0ClrGIubTMWd2VIvHzN8deGdNSTy4GB45VBKKcjWaXa87OFmxKtHlhG7krWWoFcyPn1c0QgrKxVB+hRcjg9PwK/jflcgmddurhQEGml0tDSwGpIxUHgkMi/BRPh804QcRW4hYSP8QRurf8S3PGaEbI8a5K87MKC1o58u/qfuvHehkK5XosLEKTH5wfpXkmrNa121c3Z3CukkZaQ4JX8BrbcPQrjo0x7k6CtkwAomZ7dGxSGWaChChrSvGYp8xiHFldU1n2e0oee3e1RT8RhB9eVHZQ1RY1gKSjtVswX3CtoKdPv+TFaSHjIfLLEZx3AEvliaIAx3q6PrJXZrOrdNiZpqRBtfGbuBARRlpYlz+lj0PnamHLNM/UJx5iI6+JZmSuo8rXmQOByzUFr7Zlq5jloaWeTS333ygAQFoHXltS2tI6YXdOj7oNK6Ye1slBXzUpOwsehlK8Q2R7WV25r8aTFNcSG5Uk7seSra6HKsW+zxF+NuE+anKXEUxD8Fn7w4Q30fbbACSfLM7j0aQAOxjY8YFMDIY8YuGBgE8FFBi4CXEZKEATAhISzblXBnIqhJh0wAxLTSXY6gRZ35m7/dpfyARA7UaRuQiwYfoU7kb4AwrJMSmlqkRvSfH0y64CGeXFKPzRWhbJz7RKuqrIZJ+B0x655ti3OpalGGXH2hIwpD79DQZaXHsvqYe0Ae/Sh5u8PIZE3AEh1PSigYexD4rOKIBg0cbXYsHwXEjwASillGlqZlMRp9a6XKp18P/W+AMgo034gQKaL6lhofcDuOSH6CsTObjBNygh/pMed6IIKyNCYKhEZPUnGS8RNfg9XffTWijFJCZ4lOXYvmIzbcVzxLfJbusmUSAXUg/kSljQZHx7sFD6eexzbtUkxuoKBLc7PVJcJAlFT86L6JePCumZI69yFAsj4qOXzN9u8Q7sKqEVu/su0q1/LAHCSvVTTte+nmc4FH/6dddXq5lAp387L8el1WPcJ1LTnZ5iel6qQWvKsoI5xJqErZSxxkVePVja1lFUtbnaVzQR5KcmztLNIsXhfVTRZJqX3WTY3dbx/QY0Fy0+1bgzNmaw+9yOunsRLS5oFTvqzhINoz8pZ51V9E9xA63wyDmf08kpK/g7QiiqmAk2k+0rGMBhJ8pKKNNQUB+Ak4mIcgmN3MElpa64LqnZu1VwTOEhT+ERwSqgjMhJMqqpb8M2GaTkXJzqaRNssPFs5I/JkJzcXCiyjUDk+vWfc5Fx+F05U4okAp2Wcl5Bx9c46wnOsB+VKTdE3NZRvcl7XkaZnVndpoHfcK3jHRTqkBeZo65Jepbo0QOQ7d2mwgM1jcSndjd9fvbjkChbeoN33CczeqX32qgkO4A+Q9c5fyfAG+j5LMJJVLabxmcgDhmzY5IJLuGV4wCMe8CQDF9nwMAYeRbANwcMQbCMZOS5+wbCqBiAcULMGCHHjLwbONt2xu7xvwpy+YwBDd0zdzSjIMjTsbNFmEskASSadNCb2guFSxOE1VsMVRoMXFSRJ1cRdbuAOtwE7dyUgE7veTEVRjGWrxkim8nwaF/VC4tSJk9i732AL2mS73Py9ygZMSv0cCPC/qgbk71GX5yCkhQk07DKDUYOrTU2l8YN6bVLWZMzsvYU9E++KyOuXUOxxhhBOgFHAHd/f0lcCTtZdkBK5BHZn7ERKg4gsCNIAaEp9SxaI+5RrhkqQ+W3BGJDg3voObMrJOuxjHMpdZZiGdsfnyciZ2nMtWzy9CIrqZrJKooSSfv5TgJQYF7VfSRYtn1FhtBpWyQ2bUDRlOlfPrOf4+MaU5IXrkCUu0tSvVvgza8PyVc1SUflumt9/HBfxOMZFRFgkxwrJsafJb62AjnyEokv4ztQwGbefAT1PE/BGV2uaCeiACu7crQ1BYVwzX4VRqaY5/VzrxCySxwSFKt29QpzN81QEglbmLGfybIOrxY0098Qy07RWriG7b/pkP68q3ezDpJG8T75LQfcOIuyjlXPnu2KJ6+PjjHKcsoJnvGVNJD4qfYDHHJcleSU3cVyABrhOKg4NDdSCnVYVsEUwV3ndQJELjSLBH5LleoRGayTBSWzujKwvqukgL9NZLLutgp9OGe9J6Fa04nR/cU2QtIBxpQ8LTTp0bKyJ7LQSFeltkhDQ12EkrF+RfVsBXdWsWeo9jrisr2unSLSTMKi0unYOEFS7l1/vs4S1xB9WHOJNEhDXdz6bs8e3zSf38t8v5y380MIb6PtcQYb7qYMvHOaXb5MHDPrjwzs84tEsdeKCB2y4iNi/YaBvG2aljwxeOAJmNfWXtK6cORqwM3kbNkx5wAXAVMGUgYkdm5BV4UH8UQj+MJDnoG9zad8AzdNfgmEWV49Lq2a5u0a1pGB6YC4GjKGiuwE3VDL9XhWgtE8T/MXbn/EpZAQ0WO1YvHk+MXwcOlC1dybTbqJOwQCmNIrfVImgvjtfmCIyTxrygmQBQ1KZcSnVnC2/lm+h5S9crTWAWl1sg9vLZ1VSFwtvxNUFsiy+ZZHn6JGwYODfmWAvzko66xAqNB7v+ZI5Y7mjXK/LCdvb1TalxUmoaVIyy7hqiIc71S1O0/DKKLEEgkPEDJiU5ZKgbyugLNhNIejzdkk5QSiU0lkdq6+7kNhJqmKiPq9x5MdKXL23rNruUcpEzXNMEX/XKdUFsc7Iqn3vlp58m3bwtv6L/A10Ha9PJXqHOF3iNNQ2AQJCBy4nZ/VSSuZx7rLheDYvQZE9X+Jc0k5gR6ubiDjSP23AL8s8Wt2MzaO17kWiB2iczUNJBW+/lHSRr4C8VYtTS31tXTm5XoON0aIO+FLG4PPLed+YifdrSbXwE1DA3ZGIlkL/aiOSya+0B1w7m1Uj/hQaViYVZ7uWJ/UNKtO8zrtz5jmfK7RuRZbKKWMZtVWlQmln56JULVYbtccZnV6Y/rIORD70aCsTvb6lGBqz6u3kZmnp2ehXRXPJs9R6b3QEVn8h7ryEI9j5YcbV8dSDLKm09MS9Es+cXNwvVU+uPiH8EKx3/ojDG+j7LEGAUL2YUKWa5ANEHrDJO3O+Lhds+oAwEC9wgxIW6g6moPD2J/8AQMVUPeszMsC0VKneLi4qqhrqZaFyFwuxS/dgrO4FF2Am47/h0hYkqkmmBAqohk6qKuPExNQbFLtJ9ijtg0sflaqMCfryGvEOuXjCV3trrVIfn8uKjgIQCqhBlRL5GT6/bmdbNN9LhBb+CrPWjKrM4FqrwZVg8Kiair6rDwd1lbFje1dmagaoqwt1ZVh8sVZ+g+C00H06seyybBZraUqVV6l9LGE9Fd7HYRFWkhGqqpa1z7Omo/SufwuJdLETHewOGb+Mo3SOxhq4NQEtuVR8dlL6izhfY4yMAbw8S1fAnroqpohL2OHAzFpO6R2l7yM37c29AuzTV9AH+H302TFO+N28vugJSrwLjajsIVAYZWT9sblerl8KOQ98DznUAztQnEBK/E7AHMnCXOKrb72X4/QYB+15tGybKBJSFRCYs9FnaAA3n82U/knmIf1iW7RI9uq5Yw2pHiJX1AH4WWUtcYhWVdCVEKzep2o3GWfIukFUgaIz0Vq3CU+/cPy+YjjcCaQjCVoqgLEUPU7QjXmAwCTUIknzSCGcOojRpUgLpJZHoX98NQUaXaIautWPoBca1a1gju9XQVnSL6DOu6ICGulybcn7tnJFmQeVRi+T+fhCWeaRsT9zFu5bTy1dpcNrGRQUUzvmXjCaV+JPBtDaa+tYsRiNtgAdZK5j6SxO0MfVvbhjmUdQ+8OMq/3HmDImls5/zbuvGzwfCz3ft6cUb+HzhjfQ91mCYMgDVAYUYiZVxiMuYk7YH7ef4Em+wIO+w9N8xJM84BEbHjDwuA07w9ekCGg75FOBfZqa0q7GUOyqfg4OIVOrDKApetrnN99gWzMdHqRZKQWh2qYbuJh5n2mMpHSCgmKJU10/X92lAwGfAbtd3Vol1UzVXBIoVT0dMCnc0Esps59dAwhUoXsCkZnP61k9vq3FEZzn4fR1F6wS1+6fyllHrcyWty+s6ZHhrM6RZzRcyxcItrdw401LkwumkMHlrm4h71IX2QID6O6A51ikmB0JUOfnKGRE/XEOTkqZDi43CEDp2UD0e9bcpXrrb29lPYs3shwlU5GALWR4hSERJTjzc4RK9V0gjapY33EkQ/Lc3SglpyuEbjXXwCCZ1A3mQgGgOnGAMrEzjSLZlVTJlq0bZWlxwzd98viPjUWmjTif21RdpTFdyXwcN9vCr1WQV8FfDTluI2VqF6g4w53xpwBvuaf6JVCMs3w0Tk/iKvDTc8fpLV+RpSlMGqeeTwrcUm0SPAitCPu8lgSCAdNcBT0AYHF1MHW6s3SnElIBnqVn245gbTHKUr6P6ox2Q6vapqc9+aAEpKmt0BnJBIxHBrGXY+GcBbWYDpLWs1ksYSzXQFUFDNcuAb5yrgZsKOqXUaLTyI10r2BGUx+VIKMsp7k44Dw7AV6VqubdudolDunW/hQcztjpsQ4+AXCQph3U6++0M54qyzqWz3W/Nb3gs3s11RbeT1HBRQV0Z+ldtRM5TgFbg+o137+1068FQRabO47h2iFnrjp+2XHxbeXYj2f9mn3RzyoyR/Azd8pIoNifcwOaz/tctnzHXC8HVflBWO/8MZ8rfAN9nyGIDDxefh06d8gwadhFnvAw/pCpdMoX+In+Gt7pF3iSC76QR7yTDY8CM94ynDHkeqgBBwLw7WqMzm0qbmr/uEOdrEUy8oqLSTFwaRbmxiQBJfkfbgyGjOwWC8YW5ihyITDmA8n8OAidMrFjh8A0JfdgOjj5jHkJtUXMAvh2EPDl+TcCKgBt51qDyvN9baHxd3JQpDQq4yu7LXQDcMuafSFaSFsFenzhypShMFYoO/TNiEItI/OjfCnec9cakMKkS8lb4wju5SD5ow+8ZBAMgSQjUuMIBHMcENy1hZbSUueeyDRVOFYXCaDW10F3e67JbDU1TXFwV8qMhPNslQAAIABJREFU/0TSBYe2k5kOqnwMS567q7LeAH7WE55GEWyqSPjHTHXMbEuezcPBkiZZydfGkRlNUJnPGeefOzcnyudez+/V4VtH9YLvGkiLNPWZ+gjzaXamnrnmq5tTjKtn88wI1UtxehKnTbVdfaMr82nZZkmTRzoRZ4tD9RMEajY393rmzVU0CcJ2JMiqbmUAtzrMlOH+wGlrc4eQVDmld/0JoqQZ75fpGDu72qZ0CZ60fD0c3ANEmfk3GXKU+GTSVygkd679BZpmxXlQ0ElkbR+t3K6ls22xJyZJI9YqaGWzlnEPzBnzzOTnJlOO4G29HydvepYPAXAFi6QT/bdQ+j6fVw0PPidwXtG44LwdtZWryF+W+JN8ud5WSRzCno+9X2+LlHc9a+dLmw6sR6V8Jcm4g9pCjKMaJ58ljtaxpcTJ0mb7xmWuVpZATq7XctCva3JZnh3DSznPc2TTPx38vYVfXngDfZ8hbLjg18YfhwxbaDa54IInPMkjLvqIB33ET/QLPLl0752YT76LCDbplv0AMxWumuf5bgpcXY3zqoqrTuxzYhfFTXc/8J+7SEM2ANytr6pyNvU3t3JoEM+sWYqrcV5kg0IDBCpsN44WOelEXQGT3CkljW61zonfjtkWnsBOcTcLw0JJH0FVqkgasV2oY7W0B8CkEbY4ppJDAkAQVEmlrDCLbMsiTKaMDJVfREywTUXdk/kQZt8nVgJLFYlUmSh1FkMnobZ0uuqSGZB2n6NHyjWlZy+AvBqH4WfnJNSfzHprfsN69i5P0KWiIuNGKVuAZvK7Gn0RCGSOpY5U5xyT7WDOap6lslgSQM5bncZS2DJJFlBQrXAmwAt1TRSJYOExq8SuPo9/SxyQB+6Hm8wX6UyOf3WQ0VvYCtBg6lncWeijsjwvwI2cmpbNE50EeX2+hryawE06yGM9+7wTp26o5RCnx3tUcJjSO6pw7v4iTV3zcDavSPO8dTtoLZMzOH3lhQpnNbziNCeAYz2bF24ZAmZme0E6sW7FaUs35x7fe41L5qqCyiO7dhDXflIo9AYvMd39XJiiqlcqjsDS/0kfoxUsNDrFV+AmZLx8ph0Y3WpFUpWSDpm2pezmLhhGkzyegcO6ct3JNyXVHAtHfAa27F2la+OfAFKZRVXzUGZtSyAmHIyvFBWAO7myVe0cewdRpJ+Wr5wNrHWVq6pmz9q6u4NlUAhHRdJy1sW2r2Ozx+Fbx9W+eW3cy1Q3x2HhBsq7Z09Z98kx+3Id4HCWZ3XOtZ/ju3481Les7byX+vXhxyxl+yGEN9D3GcLAhn94++MA1KVrA494woNesGHDk254GgavHsWMtjyM4epiEupknHrqjBKlfHYSzqR8u07cVLGL7UpPqi/5DjWlJCYRSfUKSm+GDPdDJtjcXL0prsHNtmzgjjIZbPp4Ukic0lNV9ws4YXZLDSDuzhwM2UB3BMmaVwcEgKk2lnN7tHhZAFUDWkAhzUvgihqMaLDSdq2C6uLArt3rYSlylexBXdooeW4v2zODgY6l0UUjM4gy0/rSkXwPcLLwk9GybMtqIGy3lHMwvmTy/cPgCv8OVyl0QzZ+bWxHTVNBHIKhofIUIraea9nafVzrMa6OQQhVOllmLqoB+jRaBjJNpnqZMkC6LaEEYIt2SEjy4LzMEKpx2j6/+Wi0RTTjEvDx62zsVu/+6mMvzt+dxIlP5qbWyS/OT8m5Gd+y5w0pj5AJQ+Uv2NWHQBrS7n1Mxbk8t+Y3NedJgiwHY6Uclrmqneur444gLyV5R4Bn9bPNBdR5v1Qrm/XapG4pcadfvClOTYraJc/mkS5ZPj3EWZl79Hax4en1dEuaNV93p1CAoSzP142s/Go+GPqXVqeT5yqc90OObOvI5OEFlNYVIorYjPA51hhPBwZ0dwCft/xGHFOmijniXnwewkFB+AQdwBkAGzHoK5040s5z0NfzncnnXsynSz7N7KuVzeF9GCo7Ub4TkPIJpb7DnTJr4aRJS0NLe0+CnssxX1Nfbk6qqSfGGDhLrji6SUh1xA4++S3rt9ElXXc/wGffb5yWFh3zMaxx98Bpps+x0PP1rq9c0EuQqtbHb/USsOtAE8ub3sthLeTfT4N4x/BDUO/8MYc30PcZwoNs+FPjH4GoWeAUmNrmg8OpyzC7lxd30HyJNUCCQFaGayowp+IGmCrnNHuXuwJXnbjpdLfeE7u4nyhfuM3Ng51bo+XKIWnUwpwuGNgzi4MEnbZ0bBgQoZVL+0v2w9qY+8+7Ttxk4KbTLJfKJejNhLmLV1xwk9mIL6L0Qhz0DikjJ0kGe6WTQaNIWkn2ksm1c4mzZCQTtVwLFgmewM4XksmpccbgQQvhVzU1j3LWp9Zp50z8iXrjG33si6rQSVrAGDioo8old5sFacRmgCqZ5oS+pCWE8nyUhA5spQzC8wUENhlbhYDjwBjlucORLhSKipO5z+B5QglJtEDc0MrIskCVyrxOQywS5/5oUZOqlN2FAkEZ+9CfjRF5w4AL/wGlrCN4k7O4Eg+oGXapzEz4CcvEMRvKeCYPTj6RQDGG6rIua7nQ8iw3MODgjsVQC8AqaOqWOFHFJP+rd4DeIU6XuO42IXyOxr2W+igzc9cLLAsEd5yXrqbJdhd3CgR+BvKK4RX2Bf3jFSucAvEzfXspBeFGBmyLtyzP5vG99uzf5k5BkZtDfs+zPaxlUdvMcirzpkfuTerlaxmtQn+FOeVO2aSLnPeFfklJxoEqGY9SZlAHThBQElJVx5F1RMmKnMH9XeXQ2J5PTvOt5+o4LwVQcUNJXC9Q2lXyte4bMXHo2iH6Es74O5BWX4+Zv7aE48/okrR61NsXedsiSXqS5db1MOlwD7U+6R8pv2fvOC/63MAKf08BZGln78CgbGvDf0FxL4Uq7UrlX3IS6zg622Cp92u/nMWtjMzK+8QYr3NDCuBTb8fJZkBv232AWHMAqz7BW/hVDW+g7zOEJxH88z955xb7bJLR9UIseTJBgwgi4kZZTHVzn4KrAreJBFQwKd91TlxVA+g9Y8cuptpJq5gMJDHDVU8oa9lgNjmHSDiB30AAyrNNqdJWGdGqFmYGZAz47VNxc2nJEMFNgzpBRJwhmxii2LBjYoOIg0O2VMpZPF8ga73GAXOx0/qSGfoq3sFj0EeemynJI5227HGKqF4jwWAuI94rUkrIwhuZB3KhMGkggvnpEALRLwn2CrCL6yKZi7hR4pzlcTVfMiNVXZPXkFScZDvynsxJntWpYEyK2iYhIBkIQUrzECWkQZV0o5ELXJ6547tSQidhuCVaVlQz0yk6DGRGPi3lJKMV6pziefjm9V7KM30hLr4ZRzLvj6womal6Hu+w0C48wbp8a3l4lOb5lUpxcj6a9I75UiG8x61GV5o7hbO4AGTaaEVI7GbWFWqajFPNvDWNEqxp+a/buwxAODSvsUj4BtN3Omm+8jKOeXjWOClDrc1+s5x1Y0cx5wyGGyUVoItLhWqB8yRolR2WcODFX2bTXgUECVROknLmsqQuWVzA18gcdnt+xq6y4TW/njyz+6y/pujvmAx6WQUzTTnHziSNIddkqgmDwgBWmdXUPlDg4CaB54yr2RICK/gbUt3xIH0L4FjSRzsLALkzYLhp6y+UxQYNylBg3mko1Oo03M+bMP514aWF/PuNe0ky1vPJyfv3lbyOMCy5GD5eX47bmut4dS8fXvoQ3zF890JV74H/t/A5wo8a9InIvwTgXwfwrwL4CwD+JIAPqvru+6zncSj+9K9/bYzeNAZwOLCbE5Ah2OfA8w4oBnYdeN4FzyrYdeADLB134LkTbrYuTbp3hXm622Fn+Kampbm6UHLhMFVNA3QPcLfqYtKOBxlhUp6gb0CBoaHMx+VrFwehCo9TAy1Dir0TwQTlTANTZ7GyiAAmuTivS3iVQpCZlXjSj41/JDR6HWyt3Qa9nGUxLrvsStaS9aaEkuxsI4kvnasJUHenkUG0JVdnjwt1p1IjGYiM64AZAqTbCiszLdgRNB2vE6oYOwLUbyLtPhis6RK6kB4i081k9mq+AHI0PoBy3i3aBJdM8x1S/bHGuQCtAbYBDWmdzTJ/I2ecaJwFDvzrOb7mMqG0i/H8FjmKyQDCNyg0rqMvyoCu+TtMyHrWZ3Vtj6ICnKl/fy3ql1TbtHsCPUEBeAHQujSvPm8qmid5PnYuD6jg0EFeXBPsJdCjxCwVKxfAR2AoTJcwLuqIM3cJ5CLvEscycAfgaQF1Mw7U9HQB+Iq2gEnsTsBe+apnZ2es/9dn53RjVa2Mnf57A0lO8i33ycjKaZmKHL+VGoA0uozTVD+zd+XxgoQtVd0b5XpV4NwO+eorHqEFaUpK3qhKThwVUqhCm+qDRsVmkuRVHTTeQs5b0GFBPV/ma6fTOqCvbMAK3rI3Yv06qSPjeFfLPJ6J4zvxugKjs9LXOKOBa/11rUYpZ125zyWF3yXuzpBv15zBcjd14T1eUabeqb+Ge1LRj4XcHP5Iujim8kIjSqkvtfR17XoLvyrhRw36APxVAP/WL7qSx23HP/Xrv+eSA8V0neapG3YV7PvAbV7wYR+4zoHn/YL3c+D9PvDhZsvlhBkVue7GuE51aZpO7KBK546b7LhhD8uZAEALg7TCedENF2y4CLBhw4MMNxrD84TmVTBUPKUwyGVRJPM2IZjTJJOiwK6Coaa+dp2AqkkTJoBdDVANNefu09WehgwrT9z4vQ639Wm1GQ8hdt5MADPmYmqZQxQqNHKiryJ0ZOAq4Y2aVJci6r76zGVs8Xf1sR28xkYtjFhlata2G05xEFWlfMIlOgEWxKV8oebJe2mSvlDt1GEGhsSvFe6QeEOCsXMTKVtI+PKMnVCSyIP7kLDEOdhmTQbG+rHY53TQR4t9BuSQgFQI1PxaqXopAfIgNNxyVOMMCWCJs/N7/k03pHsFoQTQPkIDdSPBHQAM3kv+AurlOKsj5dM6BzEGGeI2HNp1HVVV6sZA/3QxTzwhzQURM0y2fgFxpTmA9nN7Teqn/b7HGcC78RoLeNRic7fEU2pFIywEdNVgS3WhkA7QLW6vapuSBljMz6emYRVx40+ej+4VAEBljzKsn1KFk5RCS2uyv4rblea6xfMV1YEEi+3LtbsEimuqTqc+xiAaU2huceoakG3VcDrOeZRtSEmzgTefo5wg2JBqj5aK+K66UGiuD5BgrLdSlvt7YK3eHfOwfGivI+pstDY3kOLe58R5OxOkVFP6ScOObW3voBXUeUot32NBDffOxR1LqVtEY0mFFidxxzc7Azi9zOEnoCNGEWqf7Os8/z7ymmPm7P0O7ytLnHy7uFOqWavk5jfaN0oAJaDSZpZQ73P+H0dovV7mUaEaXYF1Hce9rWdxx2f3KcHK03w83KMntYTsQyzv2f9+JCiAH8KZvh8xSv2xg77fBPDfA/hv/d///Yuo5PHxin/un/nffDFV3G4X6O2CuQ9crxdcrw/48PyED88P+Pr5Ee/3B3x1fcSX1w0XuUB3wfU6cYOBMDNwIJg6saualE9u2DFxlRtoQdOESVywRlji3Pw84aODukcZfq5QcNkEj8PPFQLmLsKvKdUIdkiTsdsFGNPrc15majLNPLtl/gEVOxd5MbXSHRrAI0AVTAYD7MZQtHN94v8nGYp1pq17x9lNpqzveAZ36vc9bRboca/cfe9pGlt+WLiC+YiXyfN4VWYV4I3/iSnpxlk8bOiGV+x31Hzi6p2a3yFNqgPplzHvpf1X6teaLhlJwXDDQakKGqDQO6THMV+c5kEaUsFSuyGzdJOQasjsvvX8XlUEC4fofD6MsYH4NQrwK2XGwi0JBpuKJwjyatojM8iy+fze6DkDebokoLEVlqY+jgiyBEfwFoBPso52Vq9Y2+zgrZ/N6+4V1rN5usRxc6bK1dy3KEx8QpCXBp26CwWqZQIEi3uknJjB/yomdqlOGxRz7CDzsstemKO91JaSPvZFle5VVfB6Fi/jKgdf6ccruAyt0LM+R9C6lwCfBN2QACTNUXakE9CURmURG6JhXYE0CtxoZXZWtj4by72U8qXQlmP+9V0roJIEUsr3Peao9RGcxizkfM2XQ0+RfdBKLvOV3yO6TtnXDiSCHtQWaZQTwLJEc21dgUXFSUdK0ulHvtE4xJ30TK+H5wu1dGutJMaNZCfUDmlxrcG/uDilBsNZo/NtXwZSnV4fqmnjgjnuz+f8Bq8ze1JB2kvzm2lnzM9XhBcS3aE2JT7/1nYeS3kLv0rhRw36VPXfr/dnh16/j3D54oZ/9M//FgSK+TyBm0KvgtuXF9zeP+H5myc8f/VTfP3lF/jmwxO+ev8FNvwEgkcMADcVfJANV7HdI2O81I21KG6YuMUpuXQKnCx/nry6qEn1LiJ4EDcoM8T+iWAT4NHPG1LKt0lhKaUwfeJnDxk3gLkjTJ9Tg9GsIGIBVN5GOl8VNMMElOrRdmAq5HEPbfoyw93JBGZ9p+s1ZLeHvr9V3StoA3ufRu4S8q2LiQKhrbO6lYB/OWNeRl6X53GGbwF6NV+HTWmkpTplP/9FyVfP8yVIXYEgGpgbrUR+b/4t0NHulUxpSaPuQqEs36EeDBRQuJypg8SmgwHKIlETtDzDGnsAeIxHzXvyD+W38h9k5FbGjOn4/Y88S5E9x+ZFjhfKoufk3KlxFipwI4wJqR/BmtshqsDuPM4K68ZYpEnl0viKUZ9ZwF3E7fMgsaPBFRUCSYd8Aj9tlxBxugTPhhlP6ing1ooR0jwDc3tYFrYeWD3kCbKcKs9DuX7RhYLkV0lZZv2QRxoRTGp9Vs/DLWqazfXBIpVDqe3cfARlOyVWgdQUYJM5Y+R0HTxK6To0OTOKwpQJZfpMqSU0id0EZJEUrpZ+AWnzpQE4RdE0wN0ySNtO/+ZyksA5gFymjfKk9kFO5nzjCjDkcM/r3rM9bm1fqtkW4hH3mS0lkroA5R74lJoVGbpa5jq+fzFxctrPa4tjDjuzoTFfPn3dfymclfSa1b/S/e8jJM26/35T531JaynnYzW9HJMlfIp6qq1n3993+fbhh9CGX074UYO+zxXkUfDwZx4htx364Rvg+Qa83/Hwe4rblxc8fvUOHx5uGOMG+fIGxcB1v+C6D1zHwMO44DIUIhpqbGQxdjIxmhbqqA6UrFLurArMaMsFtht8caneo5hxmYv/22DqmQb6AEBDQjNddWy6qGCqMcQTuSgejEhoLsyLHT32kpUdqkwCquLxDIf924KxI4g063YuQXBT8ylJMb+C9r+Gas26i5UN5sIY9gszXTHW0t/uUwkICbICMswqnHOq6u/czt+Vf7bQU43TQZtuyJ3zUfqt/CeCUBFlby8qoye5ytJb7wVjjqLuswC3qKGDt/N0aOf0xFUt0y1CkTGKBiiEKoZb19yKeibdG5i6pYYlz6EFzEmqcEJQnAcv/8jgSd7XdPBnilSJY1oOCwI25Y0XZHOCCziNP5S0kJ7Xy1RPD6RVXz6vUjfG1TN4q2pmzb86Op+ncVrK0JDYpZp3xrv3u/DdR7cJtHMJpkdK9dKX3sw6qL6pGmeUA+wJbXhW2OY521m9NMZCGJn0MUEg2DZO98rWSHEmo/hkFwo1sN/W83c2fApwkcUXmfRNowqJaltIGkNFGijad8PHaAFpo9/XeW8tqzK7Eb8L7Cl5gkq0FB10Oahz2jecHnFyhc+78DU6ejmaPTHC1U5NU2ap92VtbwOJcLcDJ+HoroG0E/UDIMGtLKmrgmXtH3FroOU9mYrfLd6rMvCkGNYHAfxKHGgNVMTHaZ4DE1nbxHaWfHjZvcLnieMrr+CwtjnfhzNoyEmZ6rzBMgb6t8vwus1crosfT82x8ZpS7wGovhGd9ccz0htJutFoTOT1zbtSQo6wI29T21OoYWur8Suvebu38EMIb6DvMwR9eofrP/vnILcPkOcvMb76GcaXX+Lya7+P7fc+4Pb7u9N+gc6BfX/E+w+PeHy44DIfMG7qEovCAALgeRj6kFLR4sjbiN2mG4ZuuMjABRsexBysP4yBRzFJ3+MGPAyT8j0M4DLMqcMY5hg+z0KRWUwmmyEZRpP2BZNZ2wj3HQjbISdjVg0cJLGW8szNcIjA5IplyRpcMH1xG2CMESLuenHHvzLiZPyzQ08wXGfgjqTtNYCvfJPIVs4MFAubKpWp4jsL3HmG5V/P7Q2mhfcNVSgNMAcMa2f9PC789vVze+f+9wRw/452JhDBkIkzKX5yD1CqmAmGuwZJtU4J9wgdaiJAaJdnkuUb4etujBHqU6aeSTVPxRgFWJKJLMBtAO4uAQECK8gTIPJZ/fnh1q8dC2Fw20sqzhdkvDrC6zuexU0CCiDz+5A3Ezj52KW6JfNU4IflPgytRL6UaWmJoxXeViala2rqmGhlGF2aMDctkQ/pY5PSQgUZMDM0BTHmYSdYU7pTYP3mA49nlLmxJRAHh4syaHFvUM/m2d+0SUppItkxumgwNm5mBzutyu/pqqCnPE6lE2e0xIMUYBVziBGCelYsmbZu2ZLXlYVnwxSp6hzs88jhWbdigARASaHIkvfGr9s3ZcAHDciUBQbpUo9a+voyQ0brK57F43uZdgL7JCVvNrez3qg9CW3QnJiJWvrVwdIR2pEmtEblO8ZjQuLlQ/v4Eb5/G0PLe2QzvGjLS2uexzp57RBJEiLltZ/rLNoardOiZ+pIqnDru8RhuV5/EXyMLL/1Ore/jm1HS9H76VAmaTlp4QsAcK3/XjjL+xJgI306y1nreQmAantev2jS0bPG9TLKPGhPeur67F4bKrAuBOij4c1P3y83vIG+zxDk8gW2P/UXMW9fY374HehXv4P55f+Dy9P/Cdl+F5fLe+D6DfZvHvF4fcDT8zs8fD1xkYnHsWPjwurSGtXZ1ayQULBZOcTAJhs2N9zyiIEHB3xU6byIGW55oFTPf81XoASTzUAm0Zg4we4GXOY0oy03lxLQncRNzeDMLmZoxpi9sDEKpS8skIt1Nl5mMVFt8kkaYshFZnr08Di2Dq4iVRi3UC115s77SRcyloRLsBpaeC1R6+kXhooqXPHUmCWltC2kb1Q65Bm8op4pAyKXBHbF314z4BL3Aoj7zCugsKtqVvlcNdqCSCfe/mDiAliONMAS9S5MYtSHuE61ywSE2SMo+ai2uZzbg5/Xg5bzeZL1+0KfacnIJYPV1UH9y1deoayAxeuIfcMyHFaGvF94qIudFkldfaw5x1hGvQ9pWQFlLU77BswB1MGBVItLyR7jjlK/hE+02hmATzUNsKCm4yYUz+KlXcwum/O/0iV0lm+GtM/85nXJXbewOSMu75MehLEVydwRwnemxv0aKKF7dZDOCDaGjvOjYo82CmtSbm3km9URG+WOvFuBXY3h3aqg2Rnvsdz3+hxutHqsWz1OtdCHpRxZ2hfzlGfhjsx7zQe2hPf+2YI+eRd1DbfSyqru2NrSe6NPTW3p+hcoQIH1ZkQDjgR3JdqeS21lD+cyyCxv6ZX2FkcY0dvf83xfceu27bcN63zoJZ7VcW921rn2/YWqC3DsaaaokO5+CR+rqb/v8b318JCg7FhDH49rr9XYF1vnDfokmvgWfunhDfR9T0FE/s6dqH8acsH29MeAyze4YYNOhdy+xnz6CbZ3X0K+uUIuN/snu/+7QapKEdJsObm4BlekLElKNn6Exc5g7wVmWdPTVnP0oR3i6yh3xkzLRBPoKfyf4qaCmx1TxFUT+F2huMGsi97ELIzufvZwV3MYP7Fj6u5MXTpWFhBYGARQANDpb5BQ1yQd3LE3EFghWxJKu1Pd+wIcVJQvXUBiyXcMn7KkLXBAYbuMKmW3UZCqTfbeL7pliGYXtwnOBd3LxzeprFuHpCuLU5mcsvhqZ2RrGZX1ONr56vlafY5gwsmwfw8B/DxoKaXsoPM7jSUuil8bkA0J5mvNVl7T3qO/gC9ynjT5TW/rsdooh03SvGc8ARmfE1Sh5IuzeCV9Sq09n+a78Z6LfjXEokhfePaMc9vTYo1LOJSn4hzYRTnFGboiLGnSLUJI8up/rrI5sUfn0fWCKs8m13N4/JstctlhufOda01wGJ+vbAp1ViUh5nflX+I8npdTwUr3Y1fnCq/st80T9bSk0yRaQnDVmdmzs3cob13v+zVwzxWCUeG1XGnrTC9nFAugPW5ovucqIRNIqKTWv1L+RssVWF680SDT7CCszTcCKh3KemK+EqyqrzyVMNRbaG6wlm9ry4gGPba/d+heaQtpcDnZ2NJyjrHfbf0r71vHVhtnmmsLNEB16NO8Oo7velz96rqS0rne5hx//Z3Oe6XTzZfCUbr28tocZR7VfD4pVErCcs/a9u3KrjSqzo+Spi4YJ5W/XLeWv2cx5yVUa8Qcg58abC17aRvj84TvSOZ/pcMb6PsswQAHdAfEvOuNeQNUoVOBq0KnSWt0Dsx9w5wX6By4zYGbjmD0pgLTqS/PBNH33YbhZ5pMpW6TCy6AS/lMxfNRBI8u6bu4JI9GWwQIyR5ZJlUuMnZtzTWgp3CQN2EO4qfiOoHrnA4IzZWEWRfdcfP/dtkx/d/ucFDVQGByS2QsjKWYvvhAARnOTFLa5wykqSS6BMHP+wgPJoEEa8biVM1MK3wNcK5Yznb64+9rFwu5f02QXkAOzqR8QpaHKpthdqQU2RmncKyu0o6EtObHeZJaBpm8e+/YNxbWJHUBDiVVzfeMc3trRkkJHZm+AWnSv5TyKQY0+mVA2nfsfXEX88U7kK/hGYda1CzrapT5HVYLXW5mudaSRrXLmAPAeaIq6QOqlK7m1SYV7OBPwwATN5FWGdle8/j8Mn5THTDa/ZR0SB5Se/G6xTZ3rJ9NTZPtUijmMDVKk/DtxULnPFHTjN5BqHNqvH3kQ2FMmuSOPXXn7EljaNDH8spYvhTHZh7O0qxqmwCqDKfKzeJ8mQ18BLgD/EhellNdIyRISqA63p0fAAAgAElEQVRS0xLI3Y+r+Qr8KL4z068qkl6V9xTNfO2cYMsHfMzdQWgTLOb/SQt4D0HJm7M1z4EDOMDLUdK52ijdd2CUjSa219MO6WU4ETGSNco16z5SnwDLp+4OtqBJ7DOVMlJiafS3Ke2yzUC7H342L95cUOLk28WBXa6gGw+UdsZ1zIu8r9S5UtSqsLz2VKW798DfupZ8knzxBcD3EpjRJc2RNuTV+bm5Y/kso29DHctrBfm3UVkAfkmdbTt7I7eDsNSSMbVWDjy3ucDzp6JUmno9S/QWfunhDfR9T0FV/+zZcxH5Ozo//Au3n/094Po1xvvfBT78HJef/RbG//fbwO9/g/kVsH/5Ds9f/hTP75/w/PyE91dz3XCdA1cdeNaBfYozbuqql+L+7iZEL8FsAcAGO8N3gWAbA49i/zax81SbuMEWSYuFgDOYkJjY9m5ws/Am4aNkbyrwPA3smaRPcZsTVzXG8Bm7WRaVHVe54YqrAT5M3OQ5AB8VvRKMcdF38zBizuNNBYw74ZQiME0uT6rukwvqz9NYDOMJoFTplrWQ2VjRzpjE11I3MnFtMLT8lNyFyuSiF8TdYqYz4DcCFMaiR6uddee33gdwlGAY0sJZtbJ3xjgub0EqL8e4lfmtzFh1W2BfIdVJq8pm9ku1pFnfqreyNa3fNHXM9autACzGvyAAxUtrWQwRXZfMF+pBStwY19Q06/VyP2e5hoYRJdKDiIv2uJqm72hXNU2wDM4kSvMc+OQpueJCQWbE0ahJxPldqmIi1DRpWVOxWxnIOhS0tEnjKinNqz7wCCqtr/cQdlXA52/cPpjRAZRnL3wpWW8/Pq7PnoWER+pYTUlOTb+eJMu5jhhgUp/Vce/PbQbLoQxZ5nWP6+XY9cizdosUJGVyBlDWNhlmabMd6xP7P8FCgB//Papl1rQJgqWUmz+5ehXzUEvPnn03Z5grAKjdv9QDEC5WRr/375GSltr4bmN9hzI2WnGNIgYAzOGxvs/alpfj+mhcr5Z7fqaXqi20sNPzNdSY+3Nypb8v0dnXhu726ST+o7V0YHUEnSmdO/saZ+Wfg0a0UcaSV5KRIPtYcgfg9/iYs3zlW/tyz7VBIAE0ef1JEj/FD+NM3/cxmH5Fwxvo+wxBnr+G/C9/G7JfgQ/fQN6/h3z5HvN33uP2extuv/+E97/76/jq93+Kr776KX7+zRf46vqAL68P+Pp2wfMcuO6mPrmXwSow33rqFio5/YZLVcxKp1nqvMjARQj01E3gm4SPTOYs6w6lihBgny5hVJMO3CYwp+IG4MNUzDlxVeAGxVV37HPiJopnXF2l030I4oP71VLsuLri1g405s3ZCxGoDscXRd0EYunJIcS+lDqXzJVVTLoKIM7/OXBkHRqgp8pVSPIUH1uUXhPqwpCEtDIaEltlB0YiwJWU3dR1OS3LtY6+INdXYJEIW5Fxz0R1qerSDPYdAkmJM2r3w3lcwMymplmaWNq8nqFrUsvl3aQkrKCNBVQAdVbnoUdZbgAMxNBS9J6nlE2Qc2aNAzrgA/xcbHGrEG1HGkASSANy6veU5s2pxgyGaiZBoJ/bE0BnOUvn4svumc4Mm3Bm0PcdKUoANEX4viODw7Qili9tcMLVKVk35yLLpFRfELY6vW0EfZ2hiZ7xzS2nA2Dn51yt6lFT+vfmN27f/xDHWXsyhg+FlApic6WXH6BlcTBNS71MOUJ6xCq2HocaR9NGBHjZsAr4VppCy5eiI+ZvB4ILDYFAZt9QqlfrffudKFI5KWfZ8u8B0Mac77A70/sV1yrvPiuiSidLYU5rRtSVX6aV2frQ8q0WVqMfYp73OtZr8UbyFeuYqy0BFv0KzRcUv6Z0lBs3Il1l+LuGtW1rqN/uPP/r18p13r0UXpfm46kC8N1R7bxXxkpVGPIdjqvoa9s2S441ldkpuLeO3i+zyxjP4te/tc5cDKmRAcCBXqZPgMtSvp8x+BZ+8eEN9H2O8OGK7X/+BzYvnp8xv1HcvhbsP3/E9WdPeP75T/DNz38NX335U/z8q5/gyw9P+Pr6iPe3gff7hg+7YPezdFQ5g9oisDkzPsUNWcIsEw41oGe+9kyV8zIEQxQXSeuE3AnfFeH4nUdbqFJmUj1T+aLhlhtMqndTNQkf1FU5d/9PccUVt2Hn9nbs2MVVO93DIH/XszckniLA0BFqrKZOYCckbAF25k8opTAJXzIARpjMxcNIQw5B1cpCXxFAOduXkcCS8NOCVPaOu/RF8kazJqGuJQgVUL8OlvTOQp/GAKydnT+tpqzBHkaegxRUJR62Nt/cz1Q65af6LGvUKIXMS8at3Vbrr20kUxWAs0ipIBKfaxGYentgwKcwlpwrNXl/S4Shl9jwqPzAvc+fK3xgDt5rSb8Cuaa26QvqLGU2C7h1QVX6wrSxaVslxgyauiWiYnPjwv53NU2CwJhphFXqXazYha5eEK4RUoLnII3t8nlmUlG6VIA9p4uFaP0epVjIs35pWFwjLu6q0SaVqKd09fJhSp83Hdw6X186/9PntbXXjSzV+VZAScsXoKgO8hrH8ns6WVSsu++6rb1bd3lwHxAe0imfZ73VbFNV9Q5pX6RRB0znKp261Jdn9qyqU994Pl9PnT7E95NY46If1ftRJNIMhdMkn3yOLFu+8un6hps/b2eV0momN1OiLClSUElao6puQZlllTqKFJ7gLdYCL/s0LiSfGuCujsMK+O75eKzgcI1jf1RSNpZ7LNcfDYVwitO3esb8NEtQgfNV9YwE93ht12cznDQ0oNArAZ/eiV3X0Zo+487KO38LtnvlRVbXC2v+rG/tH0Htjd5OKzy2ymPcZZJZLJ5XMqZw9c7CYbxEi++FH4afvh9veAN9nyHMDwPf/I9fGFN6+wJzF8xvHvD89Tt8+OYR79+/w9df/RQ/f/8Fvn7/iJ9f3+Fnz0/48jbw9XXD+13wPAU3zal1GQJ1x3g0rp/rm/nfGyDoM5cMw3c7eYavM+F2Po9h3/OcT0j2nPnkmb0dimelgRYz0nKTHbsbabnKFdPB3pSJHbdg/qZb74zaBakrriMkkJAZ5x+4uwQMY0jd2AMAOzOku7+To9YAegNkmzuYUTRiGGeVkgzX/lkZw4+FNeW5QeezkmWJOz83ZO1cYgL8cgkfqCxnQA3GN4aU/UJosGEFb9Y/cPCt7Rl8oe8aoB0Qsum2iHCR8/cQAb8WgFBnYo9oYaCsrhkMaFrp1KhTnLGsPJ342407n1KS/z0EzW7Cula673II0t1BgMmyaO5kxJCqmFrK5z0tY/KNpm98pOsDC/Xe/qXzcsYJJM7eVTcJE6mySQu6VgfP37mlYBpaclVpO4NHILZHX0eZ/jJ0p4Bo617G7WzfheBQ1GFhi/MOF5bTNwz6oaJzZquQuwh95nQp1dlMDcMWwnTctCnjm9J2yVI5tnM4p+Ss24SsUrpKL5jm7LwcfdwhKo0SFQEq69k4akxUgIdJvCQxeY8gEQhV9NLVnIOqEgZcsi1eZlXRjv7zoIj4fHYEC3aecQG4XlZMRKqfalSEtMZ0UqbYH2VPHgYJpXRiY3Bkv1vZRjCkFcioAtJqWUjAxzhFl+TRv2hIDCstXJ7dA3UvxaV11fY2h981vMTa5/c7ul06L6tDqVyhPl5nB3u1BSXeiWI9I7k2qa1hh/Z2SVatRw9xepLrHsjrV7aeJR9TJ0ItawVXupTSa+tPz+PQ12Es9Ur+1ugj0F7f6y38kMMb6PsM4frhAf/H//BPADIwp4G1fb/gw/Mjnm8XXG8XfPXhHb68PuB5H/j69oAvrxu+mQMfdgnQR8mbiDuk9jN8nGzV/PwQA3cCW4gvknGpZoNQFdOZ1yHVU1MRu0411wtI4yy7mhuGZ9zCHcOOHTe5OnM5sePqjOAeDGASoarSqcEY2LXmM0gnXC5J2LyMlF04mAzO3JnYWPTIGFSLl3Qwz7YkcymW6Vt978ruVA4wGC+haleezTOGZHXRYOpedIcQ5cfi3RnU2loBmTEHQC7tjNgKDiVzB+/k342OFjS+CVC/SXM87JdVLZPS2XURazuQvrtuZ1XtW01Rt9AHwL+TIJVx2Y7YnXYXH7WncoHS1lPq5dw1yrKfPz4sbprKOZVpSAmf166ZL5ZiLZI9IFSPqFKjJf9ULWl91Gsuygn4PHZ4Pn+S5+vSyNHqNoEpgDSkUvOyluI2veUhyKvMhtsEjT6xzQZBb3W+V1ypzcP2eepcLGMsOlBOrst9jLrK+CJh1XouzlPHbRpYQomzgqt0Pqc7yy1xS9k5JnM0t3ke3J+gygAN1CSwSynjUq7kEwhCTZOhgrpm/bnSHEUpq9TPdBWILiBmfbv8W/rWGtL7Goi2Z5265gLUjY8oer9Lz980cEupJm3ujH6LWwHUGMe0L4qxPiGudfAL+V4KdwDfes372ET7iIroGvOaVbGQ7jvxnP/LXPsWddQgSFoaD8r1PSBWJY5rHffimPNblek0LECVrGk+Vt8xtlLWe8E0Mk5SCF5xPi/XpfX5cZTcC2mU6pcbfght+OWEHzXoE5F/E8BfXR4/ish/U+7/PVX9z79LPR+uF/y9/+tPYgwnSCrY54bbFNzmwPO84Hkf+LAPfJiCD3PDhym47sAHl/DtziSKuJRCNUDeBCBld1CgGMJ7G970Y6aK2PHiOT2FnS3aC9i7TTPGcoM5XDYXDNOvTaJnsrubu2Fwi5y4+fmgCRUacVfETr71PEie6v5ukpLqr8lJp7r6aaQp7Hbsthbi4zvS6kymLQaZj4y2YCGf3Lk/pX1nhOLIZaZyZPZ1L1JCTTWZk77oVw1TstEB7hZ1sybJiGKS+eaut50RcOldpMuzjuJnQwWpxmHXZF7zPCQAdztRXhArqLO4GW1AKbOYJ5eU3pilVnMpwmfi30mEhiv46pWjzy0C3oWFfs6DAhy4VcB8K2DWk7j4DRBXFnwfW1VRefrHY74qvUsLm7mQ5tZDhVk0suLlywq5KshyYOdqriGVU3WVTY+DhvTOVGI9txOHvkGj/i5s8e7v1FuJ0hZLcISjjpAiTUpu68zg51wmoNy5BlzVOMFLi0Nn7E8Z3KY3nK+QCMArNXGmtTdAEsfJyPJhANHeuLs06OqOYeM2SrnnJoHOyhHp/D/JJxkLiNZyfM7KHXXL0pbqCsHKr8CrlL98BAOILj3SOAEcc36VeoUapPdMQtpl/sZ3sb6X8p04QoYs39W/kWuo5RsvUq9Mf1SPPD0vx3vOWUrK/L7G4dvESe/VdQh+LC7WtSXtvfApZwJXGng/Db/f/bR9th/LPUKKl2rt9b6UtJbzsTr0hbjXPmtlVNWQ0/rPnr4m5jzN6l6Bdbf1qqpvAgvN/dgbnr/BW/jhhx816APwRwH8heWZLM/+6Het5Do3/IOf/0NxQkMBk2ZAcJuCqYKbDjzvih3DXSAIbruYaQQt7LaYamffP0WT4g0k2OMzOPOpfiwhDLNol+zZWT116Z6xf1dMXPUW/vaucsXNICB2d8WgbpVz4pYW/NyCJplJuzaGaOWvgLIrvmAghbq65wxVJmNomcIkCmSw0mhEV8lgWcbgkoQlweyLaC5zZP3vpaxvUY0qELSqv1N1cF6cFPjiuwI/flc/64d031CrrrxTP8ORTDVPayTcYjkj1OkE4kYvutW/OOeFZDaHv8OMlrGvnbHUEWUO1xtjnUMHpjPp1aQOvyuBXgwD5diWAG2NyfEOkKnBlAeL7XMhxeGdqcoR0ZmUAktQx4evk3FdGSFuIADpCoFpZymNQBBSja5YbDg7l7znQm1MJgGbhksDBQ2vKChtm4wjmBOCy2luEvgMdJPgEE/o/kQw9VaWeAXP8Nk4s7O4+fbwsaLJ2C49FH25TBkrs27l5O/LTG5lGDn3zpnX2EBapR0uwzbalFI2VcUYA9yWMLrto1zUntBsfdBiStSklI18HlfdZUKNi3kOoLtJSIDCM2kJipZylDTDOipdI5RUWnMRTAEVNEFw0r5KmiU+VgOGASKSKli3pAuFClazzWRGCygNsOf5RulnNtTrHpYh0vL8nfB5LXMFspLUfizX7I6oYy0z6pN+/S3igsYggyy/6/N63dp5p7w1nJ0XrEFPro+rnl+RNurymlJL6Lmr4ZO7rgJeinM+ptaXwzg3ls/W7lhrUFeBe3HHcPY8qfJSneQ6GyqcS777MsOPu1c45GR91KzgAsd6R76BbZqtJeemoyw1MK1iLn103vo1/CCsd/6Iw48a9Knq3wTwN3/R9XzYBX/3958wYGBjGylBUWceVMxISk6iTuhsUTYG5OIPN2eM6WPPAJ+nL+s3pyINwRizaU7UaaTl6q4XeE7vqmZf01Q4rybNE1PfvOIZU4zx2/WGXW953mdR8eLCHExNWUgTRFRfUxV0VAYSCNMP4ie/FFF+9qPvv/PcSaypx6Wq1pDrkvrGstSk3qK+SGW+ZIWotlnfj0ZaLMnwJguqPz7THJJg9qqqJwqT1ICfN7MxAAe1obxMos2+0Kb61BflVdY1QfaXRi54fka1pjRAQUbSooR4rJWK0v8hxfZmcOwb2Le+FxiDuJce5y658NsB7YvuzHd34e7915gcchAL2JwljpKz7LVihEURcYjnGvxed5MwMUeFWe6UXIrxFO+viT3PsirS/50soI9gEIj5yQ0RBewMrG/IaGmLtW0HJeyUEEbLlOOkG2Cay330qHLMrB28pLzLLJZvUWgIQwUna1lUyWvArOU0n2bpAxPh6zRdniQACSogCRLDCNNJPVLm8NrWQz5d8yHrR2lLsaapa5lS7gRNTbOW5dHWBu+SPLdX6VqeOsy1KNNl2xC0JPP29aveNWNKod7ZiVmUdfjevJD4Xc+34SRfKxPoA24Np3FyRnDv1/eJcaRvnYK9lpXu77aYLDsNOadP1o2abrluKVUPc7WCruNBuuP1CiakXOuSSz9Sny719ZWm92QFg2dx8Q4vhDU2262n7hWONfV85197XS3P8pVY74IKMJUL8skbZLvW0ivwPda/0ty38KsRftSg73OFZ+z4n97/LCQWZkzFmP9NBwYGNtnihNcmaYDF/OpJALxwpg6Us3oGh3JXN6GMGZWQBvamW+C8TuB5Ghv4PNOR+rPuAfRuuOIDnjGFipzP5m5B3fyD3qw+JaljzcVsuLgs5+DfTfyNyfysDBMWYkSW297R/qa8SUHH68kQqfbUx+Bkk6iEYtH6HCyokkBaEU1myrrAGINQxwruawQjac8IdB34OfcjJU4inu0Eav9YpVKAWxLhqFoBqnFI6Qvhs3g1fwE/yzX8u/QFn2f80s3FUfUzpXwKwZABcfP7LG9gWFy0ui6x0qTUc+YONE2uV0ZS/CObWlntJnX13mqwIDcRAqwK4itWJiNA3dxLnEsoCY52+9xUqTRDNAXwSUrvRAQ7KGUjeJshd52Loia9V1o1DtSEJ/EKmBs1Hy3iWpjqbhH847d8OhFWb0HAZn2WBpE8ThOwKa1qxo6UtjKlzZ8ciTQ/vngt6PMpPuAR2L0m2Dd1vlz4pHBexTJj5vC63IXBYZOltGWVgvfzeh0a1XpHmcODmgBzFIBW50GngUNrOT4rZLGYyfeZBHvNtXrMG5Q5V9+jleNDu7paQOkztq4Ql2xJpMWivolmWCV6nzTH4yjJP4J6i2/sfJGUHfKdqFQGDajlrGUCr4tbrj8l7qNB4k8p4HWwT8uvlPvTtC+UeZSqneRrtJaP1hZk5JkTgaBT0EN/5dr08fpSGpXjtJ62Jv223yrT64V+TKJX64l2Fm2MMxDU6zsvdY2tAOvQL6xPUyMG8dy32cfaFi1XZ1+i81T9+9d+5LjSLFLOoOgLQQHV8fF0v+jwCU3+gxbeQN9nCLtO/BZ+x3Zofed3w4YNFwwVbLjgCY/YsOEBggfZ8CADlyF4EDMYRn1/+toTaFwDCCkgJM/pAYBM98mlxhCpgz+T8rlT9elAT3dcZcczbnh2id4NV1zlGTs+hFRv6hUa/6W0IIIOB6KCBDsojMKA2Rxlf1SHutW8QBTo/6ptx1QODEuSZN7KjK4saJItcYzDk2MOGAV2FqYiJoJZWmhTLDvaLAfONMLfdySW427/yPezsCHUNxfGEt53jdUSmpB3JkasrmCaJCnx/UWGsWVJkVTvIZGfmM7SjpIPIDyobzEFIVEIRVLvC1UN9TQ7g2omYuw9xPPB2876c0TQiAzPD8ZvvMcMprS98+xMIByEIb6P5uKlsIkCgAZ/QiKnXCiRYE8REI02LKuCYoNh5XA8JXFczk0q58hR1DZSfGd2YjdLm+pSvtoOoXqlhrpo3tPQChkOU9k0lxQTKKBQZzV+lAybYjofUDdcikx2OYivJf+L/GmRmEZoRa2ZpZRfUxUmT52hK5Ke2Djw6VsZfiMTVNVMEKdOR4ZvxqFYiuTmS7KHeRYvWc3iwLzFAeY2gZSgn6kb1fWCngFFB37LGG+gsnyPIctz6fM91J2ltFAT6IQrBMaNVNRkGeL9zmfVginfK0g940ah6wRiXmfQCUnjIkOynQq087hU0az5RONjZxqqfhdQ6J/2wFDzDX5RceyOcwBwEjT++H2+2yHZcq/LPfvpkDdo/p3q4/e4nrY19eSltF0lbDihACCQODtIUfPleptd0dt5r75jq+ZJTrs7A0VeFteQ9X39nhoWx7A6pVpbdIy1+rwnpCUOgDfrNxW0RPWE9bFs9nZr/tKeYuinT+8mPZRwmYXKZL2FH3B4A32fIey44ff233KVKYN8F3nAJhds8oRHecSTvsOTvsOjXpwEmOTCVDkl1DovA7iIYvPrbbhBl0r2BM2nH9fDXWHn9RR4nornOfHBfe29x45nueIZz7jKDR/kvTtTv+KmDvhwhcL87tmuvhNoo4ZF5YlELJxJwByHO5sjGwiEEvRJ3K8hTb+nRInEUHS8QN48UUAEzy8SgM9AKdVFpwvq6NvKlw0hswJnNkhYHdw4MxkMFxGuGJNni+tAnrUhyOtgzj4W+4nlL3vz0hlLEPwBAKWpXjfTe854JRV+r9pPDhCciU6/QMe+NaBMZtW/taQhCwMqzuLy/IJykUCxWkZwaAw3VWslLIoizv+ZpIrMZn6PZoyhvWcyqCEUQJ47y7iFwVCC3sIoEQRKLpC7g02eieMZU+uRHZScTqkyvFS9hGJxhaCYg4qrxZiKAHAJnZ2ZnAYOHSAaoCvn9FSDKbD3qXB0LyqclWmw75xM4MxOQzIQC1+R8WSuI2plI+oIXvLFHKhxBJu0ZFvyy8KCCjcGTIoXzsr9XRgndQMlJGw+ClT8bB6AljYl7l2S0GmVPUkaZmqaHqcAyobR4LVIuk6I2op2RKmPmzuCMv4D9Eia/pfaPjLGBGDW16N0dNQx8poh3syHi/i5x6CBla4I3z+5cb6jceiLbdSR/dY+LPvF23tPVZP0SZZ8Z2UBiA1T/sPJ79mz7yvunIreCQqExKaUpW1+HbMcnrX5eyddAXwr9NG8THrK/vSGxZaQnM/3lHIdoV6+X43TEPz2+py2xcDtkKVKmtaYGr/iknuKlrEZmEtLXseE8HsecVjasdZ3pjrJ2LN8cd3Uc3o5OtZ869m83jP9G5U+X+qs79naVgZ2dZXV2vmRoMAP4kzfq+fjH8DwBvo+Q1Ds+HL/f6F6BQCIDAx5xCaPuIx3eMQXeJY/hB0Tu7yDYOCCAVX7JwJsw/5dhuJBDABuQ8MVA2ckDbSYmhawq2BOGNDbFc8K3HbF+znxQXc8zx3PsuMb+YBnfMBVrnjGezzrN9hxw67PuOkzzHjDzRlMqrMBTW0RCuCyLLC2ez6wYTjYG9hCNYrqgnVXPRcDI6aUHlU5Rp6bS8MBomkhlIAM3LkHj2ZvgKuaGVCZUauGBVA2Xiwtg0ixsFZ+g2mUzEfmi+CL73di9r2lCX6lM4S1DRnnXe6MJgTN2EHkdUat+rSStWwpF1xsfTmokoK6VGVgHw1MmQGC7esZoE7T/4t0hf85l0oGc4c5XiY8i9YWZrOB1hq5XLYFG9FVgDMT7CKFxrY8z9MxX13ULc57R/iOVi7BWAVzBhj9mf+Nc3RFQhfqyWrAMVV2PJ0DOpNCpquEcL1AAMtdnvZm6mnVGblc6qs0b93WtTJnRqEUW9LY1xml31cWjx/iNQu+j5+yccFxAMANf+R8IRXJVN4OBxvNEbnkL+BAq821FXIVMLfENBV2HUtczu24l/+fvXcL1W178oN+Neb3rX3+aY3GTiSBjohBNEQJhkRCIARfvDQkpOODiS14Q8QY44WOqChJ8EEImm5FjOCD0kTy5A0NaROIwYiBRoMJBAIxPmgkF9t4S/f/7LW+OcqHql9VjTHH/NZae++zzz7nv8c5e31zznG/129UjSoM5lfK6B9yA+BnUxVU5vhfm0mIVa+kl23Gpl/6oWrPtGaMqwJDPE6cw3UlCxprE6J9B257mbCnAl4zmJuclrjDcPTkD7EUi4/P+30oonAmqO+OfvVdyplNiyXs2bLdE9u8FzfWdc3VgB/V16uxMBXcrUuqONa/llPnNQV1jS6pSuzQsWKNbvRbrTzz+xh6LIQO9S7ew35wLHOmP7+vQpbQC0A3xJH7oErvtEz1P+PpUnpmmf9Q94TR7+M+DZMN37vuM+j7CE6147b/NBSPPvkEIlc0eYNbf0TfbpBNDBRpwxUX3HTDjua28qScgMHpcp0zgXGw0vyCaQUFHjvwqAR+HY9d8aV2vNUbvpQbHvGEL/EzeJK3eNK3eJLv4kkfsesTOp6w65MTmUWNO0/3lCddDdCtiOkV4kdHwooE4vhlFCPM+PwC8EwfJZ4Cg0Y786NQoIE6lo/fDJ92X2w3K68qeM8ttwIBsBV6xcUXFQhtdHFPz9MPjicQp/m8qxcn+0iQJpu1K0VCAWiIoUnt2qx3uRiV40lCNNH6hQonJDdNAnXk+R2dTXQAACAASURBVKp42GzmhHVJFiYAl/JGH3NU4JPiaiYimvf/ADHFKlVJhjqxW4hX5krOXoqdShYPSfxHb1UiwtssNnU1cwdDgxYRzx6cMfUNuApp+l8HiaEoRQngCi9POEdKfHWwJzyycD+tdvKqzUmCOwdbPOqgqDGy3PbL9qXW3ALiMsXSTzKFWZFG2fPeSaOr4y8OCbpHyMCj4qaSwxTOwtSDjDGWeL9Q8UoUQp3oJDApc6CKfdMvgdTRpIIcfrmWjH5BB+nImRtFOl0pjOc72MQrY7zFM+uZ87aaMRj5/Yh0yBGrCgFjrSjcMgLzMJ4eXPWSd/Rp5lPvDtF0SgVkY5+q18l7rgA+9iTTHDh3E1cvel2ZzvQMhGZc+k04JNdMGdfPF/tN6b3GvYgkjs08M44Dxakf7rne+9B298qhh+cxRPfXEHCs7XKyAIwgYGyw5/zO2pY7/Kr89FvFqXlxv1jV09ZSrg3uX8dOiCsu4vkOuF4xz6DXBHAnQkcjf81hEdNyhJTrMTGv90f/nPaaeYP5rxVwHVM7Aa0ntf7sPk33GfR9BKdQ7P0tIDeQwA9d9K1h16uJT7ophN1NJezooHkDWxNI+OQi09WJXQjQFbuKmXtQ4NbFlLWoGpevKx73ji9hd/je4oZHvMVbeXRxzi/xpN/FrT/hhkf0/mil0FtyFiZxA7iIpIlvUriqoeECkYtz+S7Y5OJ+F2y4JKGkWxJdvE/lxMV4wpXAgWYZSIx1Ibdu8w17h2BDU48lTohIMwLcAV4oshAFWllw692QOJImQTmezKc4E0mdVjbhcuengBzzcrDInaAlALKx0SLb6mKtZrTyvAUlw3RykZcmENkye+QGmuU1TmYlZevmye1O4gkRMjlH4mnaW9c+AjdpsbkN3F2vBDUnctNLkbWpAfx5IDrL3ABmIlZD/FIl76WpaNzTSGAGJIet+LVeNmcNjZpdOhD3OdQVthCwUbsmAO0mGh0hyd1zmKj7QFaEyROGLUBtuEWoBNwRs7ZKgMWxNfxviHuWJFCC3/ELETvtxiWPzuAhRgU6LLePrAib4bgkosaTHCcUSTbxwARZBuCs81vhmvuIQohGxp3aevjEULMop0z/tRgzw3edys+wwHi4UVoicqhcP9aN8zfi+ZqSrRVhI8UATd4ejoQM4JLg20ptFVWLcKQk7A+Ea94JEa9w8Ia5B7+y7GkeOHmSYuMHUwhFzHCIx/mtDOd5lfegYWWMU+swY6LZr+KveMcMU47unMQucQNPLMhl5f4mx0Iu0qsi17UCM4iubjAhMCXKrS7nda4Fw8FKfLmn7GRcWfiY5hRk6CsebB0Rtnq55wXnTMNkzW5uYx3rX5MUyg0BZWKE6wfAV2tKNTHHPj1tb6EJBfcdNqpSYtED93Mol0uD1FzG9xGIrcoRnL9alqEcmcJqvx+dFr/zvqkF+DQ4fZ9CGb4e9xn0fTS3u3hnbuIdG8QVo+y6Y8eOLrfUlocU17QFRaAd6JtxS24kGbiAQ8zGXzetnY8deLubOYa3XfEz+463blz9u/KE7+K7eJJHPOJLfKk/bXf38IRdvzQzDPpkvD3dQZHIFFMUf98gYqKbGy7+3LDhAU0uEGnYHOg1XGAk2oamJMzKfyQGfEHOpYarcoqRcQsQMaU4XY3w3rD5otIdwGwmKufp0Ug1vN0AJAfMT1uZT4oqAXFPJz4Vcc0gnvL8fiSeKhFK4if9xuV7VpOcLhSgVEqoFFHqS0meKSaZFqR3cEkRxHX6HYngOXF+Hfuo5kCOcILHWiu/XwkNYk2riKCWMjuBJFP+Z34quaHbxlZ5XT2KasCN5exRFipcydPgHvHImcsnB10KUCdnlEP34T00aoJQLrmGSVb5RqqF88c4nkcdHfXeHkD/0jgLZwRYH7xVs8cPzSzzcz0I8FFQODYVlLAUM2013GsFCV8JaQFBC8KwNYatyo1s/lGIE+B4ybuATLcqSGoYzS3kuBn9gGbKUAp4y3i5HgQQG/5DmVMw/wHMjbOMC0Jq2kTJbZx9QxtLha6sQ217rq0sDwuWK1V1h26v9+9k1IZ7nInMQEpeHq/ktaIxz8U9MaaFunaOz+/iCESOa+39tHX6nV0uYXdgio+dBExnZbxPTOsZp4+imkf8lKWq9/HK84qzd68uZ2KhvIvHYcH9nH5TKiWPtd+ZO/PljqTQYZDdgykjd3LlZAh1ml8mmH0tpd7rrexuPXMPvQezyt6wCBH3EM9EOkvskRY5U0ezrMpn94m6z6DvozgFTTab605g7VDp2PsNvT2htx27dtzkhpvu2LXhSTtuvWEXxQ2CJwH6bqecm9PHXW3z2gE87eLmGBSPHfhy73jsHU9QfFef8F3cYLf2vgxlLTfe4dNH7PqIrjfj7vU+EMsCz2g4Tb8YZ08bpG1oDu6aXPLZOX8NW9x9aaGwJAmyujeFAhSQQwQkGUT1DIiSGffP0a/sAfagwIZLcHda3OGyX2ovI3hJ4lDRsMUWBTHxWwWceNvARdGu9G3R1dU48iBOKbloDwAFmmlhBEfR+uoKQqKsTtwHdbIgW9wvT5lz5492L5zMkZQ7ErljGkNOw9fkVvE+n6sm0gIykRs186nt4BEiz7zjQRDoBnSlAMnw8k1REgDV9gyTEi2BG9uTJephYr34dQOpo59GvwBA7/uUb0cn5zrMJFQwZ2XpPtdiMy/cu+5Kk1jvBHVOhEMBv5eRgHIU582eYjzeay39FgDd+6kQb8OhzDT3xnQJ/JIwilFU+t7CSilfHWc5Tpprt+V6M4QRcaU/dZw6RytY9ASFGSY1ZqZkAiL0FmKbEbsc6Aha2MnDkGrlO3odBxMK1tbF+l6pS/3FlN4czt8H4OV/iyRIjRMhHHTC58egYVeyrNXR9ILFnw9WlkcwYzkjcCZ9xph6XwB35gL4lHfxcpxVYJ4xQ7zyO2aCIh5+bIM1wED0wWn5Fw3GeL2i1ql9Q8HZAthlbnUfsufZhEItO9eyIb+y3kAwHcAlXOCXMGtT/tbQFXSt9sps/xGUkHtYtVDXlDA8zweQ+U0i9Rp6zk/9wMAau4pB52Ghp3loDx3KMM4iHfJmX8ng7yFifS4VlRyD4WRs0Rk4ZsoprVJ7K8s5lrKW5XwlmJzik1DkspyM3yPuM+j7aO44oWzhuAHNCMddzR6eascNO550w8WBX+sCavW8QCANaM6w6DDgt/tdvsduWjofe/e7eybO+SUe8SXe4lEe8SRv8VZ/Bjd8aRy+7gpbcHPtnAlSB3JDKmlzsXuIIhCKcKpx/Uyk8wqBOJfPNEs2/69q0+Mi1MoybXglCTJuHQbuuhFnkOS3SIfgwdXbN1+Ie4jgVRK0id9faJWoEUB4Ay0BT1NTQkJ17l2B1kiUsmBGWGqIaFm91MVOaRgCXIs1/Vj35CiNYKAqCdlwie3A6r6XxZ01rIpn7o/ICupGdS1jv5Abkgu/IDkuoz9j5pZWNhkCiHqHUNlWpVwBYDDuP0Bq/3SAo9m52Y4e0Pzy4KLCNCadmjE57twuXwdUdmRM91MHgDHy4Hf2elTHbPsVpdma+akbRM9tODl9JMb5n9XVvidtp6wsCPZzlvLuHzk71vrjikPifkVQ0NVtPClJzskaL4mJMu4JLqIvfTRJ+pFDnlp/bUKGghamJglCUzuw+P+8K2ti3Xlfr2gNRkOCOpneOXOp7CnXmzSTUO70acaJO3palJ4whXcwoTCIS7oynTzoQop+lt6u8yj6iuUpXJSiQNf7fk2i0WRC3sVDgMRB6sEfCp15GEdD+rHuYZDmI/6UUzbfy9xA9K48ZfSOZzmPdgirBTiooi/EWwEUKYyTO2kLcKfT78G/HmzN6Z3Ei++LCc699AjtGG/hp5lP90WXq0+AjKh7vdE85zut02WP4NucMdf4XE8R+wXBT3CtWq6RVW5irmMqGTvWXqMs2V/UbxX7ROXYEexW8fuiH+BYL7Zw+tVuGuJpz3G6mHCdtlHn+4C2nE75SXkbW2Nob6CUrbbL3FL9Tr99dp+q+wz6PoqrS48sfjWIvh07bmL3+gz4NWzdCI7uylk2EbuG5tF7N7t7XeF3+ToeVfHkylre4oZHueFt4e494dHv771Fl5spbdEbjF/YSR0k1nNRTjhga7IZN08uMBMUFzQ8oLVLiHpuuBhY0ourKjeCiM+iNY952agEjsDs7wmMi5dKGCiSmBtJLrjCTWi6K2h3EFkvgjqe+hdiDqbkhcQVhVFV/Q5QoR6iLko4lEtrEMN1A+BOFpuFbW5VrDUJCItZOUoGZi9giLq9VsO0eaJXt5TxeSYB6+lpi/cKv5Prkn1VLSyuiMokGgexHgEOtpHKYz0lzdPTUjffEFVyIwuOl5AA2SPR4Oapx9E8jDEj6ykWWkUxjQBgHsXIObTcE/X0BzMJPe+onvkFQTHe0zNFNihjtxASSyo240Z9p4v7weE7+CWYivaNLpNj92gJXsU0BQhRSxHEfboAdJwNDqrE5naCHgd3wkMHuwPGQxmmQGCYGiM5e/mc7/O3FlRUAYFRnyIaqv4e9/aQflFWrg/ODdXiX4BBjZcAbWFCwSddLTVKHNq1VMkDJsnkfKba1+Dg5dTLfinvOQC1KFTiKPC6C8MdwZ1M36oj10lKhMMzaedc8uvyf3yf/Y6vY7yF//K9ArIpP66iNmxyfZxdcGB8beKr1Pgnbl7HI15JMucxfL0hKCqeRSNxnc/17yGvsiX5gmO/E5jQSL/AtkFMs8IEC7W6zzjv9rkm+5tGM6eGZYKrNu4JKkMqZeyOta0NOPvVeOw09bwHTlaMJ02/w4HIuo6zm3th7HlEmjGmBGNZgAJyuT9mvLP8zK2vABxHxnFcZtFqi92v61COT+JO3/eu+wz6PpobJ4VthCT2TW3Ljht2vMUT3uBLeesq4A3sGddPcNkd9AExsXdV09YJxaN27Kq4Ycej3PClvMUTbniSR7zFd7HDtHI+6ZeunfOG3u1eYS7VhWgh4SYNQqDnRsU3uaLh6uCPQO8Ku0l3MRFOtDDZYIQPAmDFwn0gPitQ6QE3OmikWouaYQsaGyDU979Jkx5PJxVoSk6Ak3jUqqmwO4Eer5znW1gl6FM7wReUsFZuRYqm0iacSOH0CZxPZDFFXdzFN7Sw6+blDQUe4VfsvMHtqUXdeSqYHEKWarUoZ4nXLjl28yI9ahYsJCk4qkkE17xWjnB27TeXb96oGUKHbytz6QBAjZgRVgkANeLFhq+0r0f/ork2OHUeT8fvVXwT4Q+w50FFTkxHs6TZKimeZMmpK0Vg2cc2HfSxDF2aRD9AQkqn7zNFncTF0IeDiFn1IyhqqOCIVH0qGWnO1ZESfwR5MZbKXb0BIOII5mw8Hu/pERjOeoKPWjcTOEbYckcPMtvQs+aaxUYFtYwo3xcATpHilcJaRfW9LDm7Iq4UYhgl3uRYlsHG4SJM7U1w/V0QjhwhgqX3qatlHR+m5/fxO3HcRV4UlhwdZP/Eu74srQMXr7yOt3CP8Yb2KUtrcoxwAHada20lBnDkX5WMAsuN+flKJTO4KStrzRvjunzcQ1ardvqsYFbWVWOQjas9BmmQY/5LyLTY+bJj5zttpCUyf03AyXId0l7vrauyTTUuFc/8DkXNJW7M79nJx/3s5e5eXdZlfz7eZ/fpuc+g76O444RQpcY/04656xN2fYsn2dDwM4AAe7/hhgc86gMecAGt3F00SWqFAT5TVWJKWggfn/CIRzGxzRuecNMvLS88+d29DsUNuaVxaht0MUJyc7GpzZ4p0qkbmhuYt2cDg3lvb/4nwTEDCCiSsAxORuEGmH8DCW7j8HmtpQgYSqp2CSJNW8TfCvnU/Atg4qQbNqeSjaxL4o6cPbZGJWRThXqFPLmAU3gkF+e6ce6EfH6cuRdxw647uotrCIAde2x2uxbg4X5MvyoEqe8A729pXuD2NPicW1KWNUnpc5enjmyLJMVJkJ7FrH9X27WVsHLhoufL37yTV0gDb3v3671o9SSg7iVVAq8C8gDoQZNmAYVIoJdmFXIOjeDQegMAetcAbVnVrGO0itb3BGRH8LZ6r3fqPB3NAFK+L0mQuBcmRw5C3FvJG7U2hiqYme6v8rCl3PMjDFKVIv5oVF4VLeRawLBWzzPzCgKaYeBzBYYUz0xTCmN885OSnpY0OF/awNWrrZnj/mheQUDgUDlpc5iR2o9QpEQrYa9s39KDFL+1Rsq+BCawjvRzbqY3/elsnevydbnXkJU5vZKzfQykoQTlDKTwXZHtOZuYuFe2EY5MEg1AHNDMZhLWhP2s9KXu2ZlOhki/wKMzcKoAMNLXaTRieNPDU4Y6BQ1a/CIpO6S0fZKDcIyfq/3a6VDXRX4yeXObDs3dxX9coqZ95Szv58tWD7U5neeyZIMnMD/2/2pkjn+B4/27sxjPpV5d7r2vjbkIrfeois/uq3afQd/X5upqo1DdsesN0h+xtwuepEGbcXa6Km56i7sk1RCxQrGLcRBuuqNjx609Jeyjrb3+hB2PuOkNcCPrdkeJRF4rJXM15xuNqhs8onIWwYZt470919CpNMVgSl0azThgUoceHDotAoO+6BciJ4lJhYmVnreiaFEX7+JVzYm4phuaE6BCe1kC8h1NdMxP3INXoHBtgflt5HiMPUgXW4Av2vWcrYfcv20CKqkWukPdnICi6wVpuFahuMQzOYJsvy4KdHWNpA4yJDejYRuOU16GRWwysQmetvLLXMIT53aeqL2uQKh+qZvssQ7jf/a1+1+veyEAuu65cZf7qV07ak1VbyXVHh1o8fJ8/iiauSMu8oMEhLflQAz0QlwoKjeAfVaXAkUCwyPhdaRRRj8SsB2DGpDobpkG7UzqM9QITCqQiHlM8FI4dCIVaJlfE9OmyziCDRT5bMEdbG6lpB6tNITYp6RClxnI2dNWvhZzDjoBOSqHKTy6Qfw0UlGEaDfTreYaYr1Zc/SGtlNMHDfr71ZEPxMo+poTcrVSDrdsfCVoHXtvNqGQ2pXHHpYMAB46jdyd++5914j3ccbw1tJupzR9fiv1PLgC+O4qUokHT0dO7uvNX5XRCC69LCwo841yaEnrvCxDPgVFRL0ntr/KqqX4lkdbcz79pBSnwI5+c3Ze9arFmN+GQ8czbP5iSZDian6rwQGa2il+GJ/rHnQ2zl7ETSsA8mCygQkXHNSFd+Vesiev7iXejxllQY67+nwe6xj2+Xif3afmPoO+j+Iq/wOIexJlKen6hK4bdgHe+t2+Cx5xk7d4lKuLO23Y0IZLuQCw4+bAYceOp7ibtOPJlbN0Fzd8Agllu8ZB9fgKkc2IkeDmUTRqi3t7mytoMUUtrpFTNw/l33QD9Gh6PVrBiaW6RBw5QoXYXLWkJjHD03cKbFLMq4mTcRXguQKWTbJHNiFxav2zlRI1Elz3aKKBYM89vSvysrkSfPhm6kSAgbvKr6JJCfPr2tEFAZ7C7LcGz+rA2aNYaT3lJAcrysHCsuAl/5H0sJbQKVzti3MCYNr8cdwYkh4QDCYSIuxosmAwXn4Q0xz9qMjF7EzSFp4OhIBp1uyQmhYIIPdCCDJvDaCXZj8qWPTWLvE4MNhLo+vjoJLD6/J57Td/ITEX9NUzTvz/AvgCOIjRZOTwBVBwcU73AwjsisZNArYC/BAKWZBAMeK5n2AAegRyrTxXANhKnnZnL9ceAj+uPYNId1mfZhHOwY7esIbN4K6+jyWOPi15o8StfTf8lYpTjnlYeacenIBN7fdD/1du1fOD42sn6QYRSH678zyEXQG+RXpz2gf/kg7X7knW1h8nGFW1Jx4mchLNp+XxPWJYT3VMd0yzpCcMXOs2HHuVryfZn67cZT+pn6sCkdOxdV7ju2DOAxw4davUV6YRBkD3PDhahRhoFx5i3ykLgLWZhJPwCaSAe2YS7uT2TL1GmutIf521y3xl434aZ3n3T+BO39e9nn2d7jPo+6iuIZfLRASKGxRmY6/rE3Z5wi5v8STXsHUntG3nBneZEMlfuKbKHgadXSuhdqTaXZRDT0Fqw7P0ef/O7uq5IKQDviYN0jdc5OrEkAE9auQk4UVgN980kcOyMKrv4CY5hyLxBU3Dy0a0wcGnxdn8bJ4E3UUoyglsTaJcDcC1ZQ9cmjiXwUnOQgdtMu6zPDSuzxKtm/YUAWAv+6Ddy0zRmd1Ba4egq2JnPFVU1SEdgltZnkLPpNhNxz745VsnuOlGCO7YnUag2ClBit8ZBDmrCR6tPhpAIMGijpo2Zdwcx/1VEgCV8UoCuGovExRwGt85SootvAiRnLeuu2+8HPu5Ue5q4su9qxNJCfCoqCUVtGjUpXc3k9BJPIwgcyCWNEFfavEswM/rq7qXuT9tO2fciJVf4Thk447tPjT6mFh8mw2o5yFQ/cZ8WPJR6+4ILRoQ4MvDevyqeTNAWKw9XC98LSmafauUwBEAjlo5AdO2i5KLhJ9/i/WKJa718XJoBW8y+c8g0Nq0AsVs/uy3w7wofTHTpDGTAmgfe1GAQcxwJcJ5z9XwVPt/OmpemXYFaKs0X+PHtXUVpv4K4KLcMvpNopgDOFz4ae/R5nPh2C9hFqBIMnTJsQDIULYDCCzORL7L4Vl2fabFjUYyyGj/tOZlT3aQVvMdWyvWwChtrt+2zgtCIYx6HaSaQqip+t/GfaQokkItZ21rHdKqQCdslooc+6hIdKisxGxZooUoLer1hlF/aZZhHGmRH8sCyf5RTGWZ+3isO/eW2ls6hT3GG13dp86A1vNAdj0W741Tc2f5Vc30n92n7j6Dvo/kFJeJRpOy0Jk4mm3kO7p07HJDk0fj8KmLNzZB6y2WBFuIbNLFVFYAMp8OiYuMNTQBVJubWqCwKLVwCsLUgochBy/e9cIU3S+JkySERsBXF70kYbL2XGiGe3n+t2kShUYiNgd84rkLtmbinJtz7DaIgTnwG0L5zSbq30y8VMS5fVATA5XcX8WaHB2pKbVKAYkY0GP5Cfp4/4hgTmBaVelX7SoCcOBnOXaYYh6ehm1xymu6OvfYzuwuJ8XjNzTnAAIXKHqIziK4w16Fkaemm2uxNL8dyf3dpG7gIxgzusCUkgynvYIIm1vXejMYtz0JQoVfq/KUTNF9QkyzhxbOGQzWdx6AGFdOESYdHCIHkHNzGuobvveQPfNupPdH+A31o7KhSvqxNGw4tlNxEi17bCdJUAEnOg4DsbTjkcBaQD8HfBpzNzKDSN6HTQ4eQM5emoSQCKNhyoUHLKMphDDRUkwvUISzicCNXWK0q3e8lzeqVirfD2BvfG86x6vzvMVopUgo17RckwjW9AAUIx8tzyARXFf60tULR6IzOXBHwDiEn4jhl94ze43jWH8O9un8PICXdXnu+c2i8SuAJgwXIKyUkiKVBTSP9918GVgQwX0MUOpk77Y006ROxq7C38c0dahoJfbDOujcZhTN5HAAVz/E0wwV6mGTRpwZivgG5L69JBBi/lLyB8ulw73wY39W0DCK7ydw9LZgO3iEBE+9SMh4e8dJa5aNh4ervaXuE3P7xF+nkzQ/5d06lH6fr07MYsC5APhuNItmrgDasVS15HMvH+uXoUfA/CHENLEo75zzXIf7OY5OPg07fc+uaN9e9xn0fRQnaO0KI8WlnNLlrRT7ZiS9qt3JMUCx5ebSC0EhGCYqiRTLzf4aQZYEFtNqbUPDgwM/A3YbrgA2XPTiYG7Dpn6nL0gj4zYmZ89zU0CCAyRlw+fCzK0gJ5pgJE8rYOSdFuZEaBoqYZpgc9MVG0xsc4O/i6ucaepgULA1A3bN/11gd/Yauot/Gn1l4pxwLl4qXYhNl/XSskg6ELR7d27/L0Q2jcPXFXgAQaEEF3BX+icXdvddbVdq9XRbhIUjOIuEqvIyvBNInjc37D02VNMAifDze4GuzKZ725iNOt9QdPPN3uPxFN/jhSgpuCHmew8igfFtW+Sen5JRZySEgTZ7K+BKC7gTwDRtpkIVE9vkqOt+oMLNu5hs4L3WKHuKZtrvngSB7kjTC95IHBueJpV8aFRw3Lp51jvS5vPmeeamrTi4DAc4V755eBfLJIc//8EkB0I5CuD2Aoq4ZIuDEHLxWitATAjUWnDiLS1feyTDBkiEuMRCAYgh3jkCt+QIAhUERv5awWEbQs4innCwWm70ZW4hMs4yje9WewFv01XgGPCzrL9Vi2f2SfYfj8WOhFJN93x01HgRdnEvLUn79fdMRA7+9fklBJ3NC50+TPnVwgTBv6gDOXYn9+i4MuSWo0NlWZahTLGG+RovJP5LutUkzNTwtudqaY8qKp7JzKKYYZYF5/mppz/UMNbH2enQryvYgOpXweuwN5eYAl+rCziW/M38psO/eJoO/2JPQHDAZturA9iodu3odxA/5n51vmZWqFVLl751M+f4mlbXefIJRjBc22xclaONzPXFNxS/1cxchZ39xni6eH4egtUy10qxhdZrCSVZmMdz69Rn9+m5z6DvozjB1t4EZyFdmawuRmCLMolNEos1vAz/UpSyDb/k5DW5+vsFF3mAGVHfcMUb4/Bhw0WvDvwc8PUWHLWLbFECU3qSJWrqt6Fm4l0oOiFlUbVtIbfNulAITf+4eYck1FwfKEQM1F0IBJuJcG7N1LxcmuAiCOB3afbbAFyaOrcPaKK4+C/FOZtvdkYQ5gbdSBRELx6XwhDpJDhDinImSDs+dyQgZBp8pkBu5QqaKCjv88mQt0IjHnwMhQCijgYMtDzbEp6bWZxGCxB3A4e+BagIpvv4bH4anGkkOJO4e0jRlw5FMxFkqbRfjokkZPK9WODz+vQgWgLwec3CxAVDaRpKN3t6ReOniz6TgEsD6WAPBCfdiLBSDje5wPCCDBdtOIwUq9UZqTK6WTR6nD8RpRBDA5ArQIVgK7TN0o4cRS4rB0wIajyNeCeoyTt3KRZagFtwBrkm2fcES/B8t1LGCtokcFFGIgAAIABJREFU4lkrtMGvwsHZ7EIr8fK9xoCDzto6CfZQSqLlGcUPGFuY7yPRNIG/En5FhtW8w+k4/u8BsprGmTsj/2I0k5M3i3Hy3lr1G+6xTX4vKAe54KcFm7iXI4j0faPcowu7bidpGtiY8xifR1HACdD0Av6m6XePtO4ToBrzWxPUfDpNc+ljjRC2STE1gQDD3T+WP8p0pq7lyBk95lxXaiwp/+BULspgUXo5EBxz08NbpRtqi9V9o48fF6Wm32BgnflNfbWq72plf5mbDzdfHjNjH/N/F3dvxtJWMHBsxpc833UKfBJ2+t6/Cb+x7jPo+yhOIHjjHKSbAzsjTFX97hAnMxdvpfCfDsvyQE4IoK5IRaRB9TJohUvuntnP2+QNNr3iije44IpNL+B/DQ2bNlydGwi4WGTy84KQ6gXIJYhLMKIwbXRxJ4yLLFjP4HkUclXSThBP5JVlMCLzAgI5B3wiuIoJZz0ICgC0f5soNiguzWiJCxTNvxvoMwAoA+izvjFxz3InDeLinApqCO2gGKaF2wHfgE1Ec0Oq2N7FFjsVxZMvfARVO9/jORXB5B2/TIPcPHIA6dfUz97EuIIk0HZ1P6PsIh6JYG5nm/dZantzP7XGKXAOLcANvxPSlZt6DhoSWtrzqJafI2EUGbL3OvJJgAa0DrFNgHdZRxFPjsoB6EV8TyPA3Tj/yBVEmZtBaPQaLss3/r6Py1ZA5FLsHx6yqHBQCjHsYMM9JfqUadd7Iy3FNpkmASImswwh4lnMLUTeVPbinDGFm15If3gahFa1PCz1LAg+SEUoS5zAU5Hi4WzC6DrJ8TWWt47meY3NcZnhxng1ZA1HkdkzynMuRf3GplEdUhzCVUg/x30nJ5Q0WKQ0A7r6fgJG162MZX0ABK6reDL8KgiUsW98mMVsnsthfnlrbV2WfMvqa5ZFCqkuc7yRjJ/9jrCltskqXv5Ncxt85rxJpS5CAElW2sC9Ot73Y7654o++wQXUnpWdGo3ao8Xv/GmtmFgi9aBwOdgPLXDu8k7dWBatjS0cAxqHzNGo80Q5lHPsiWyzs9E7r/gvm33PhX1JW3y4veXY91iMCmDRbZ/dN959Bn0fwYk0XNsXvihdEBwKFy8LETPcfOXNe0ZCjgKS9LDFFxBXK27ztRVtdxuaPBjIkwdscsUVX+CiBvau/QFXueKiF1x0w8W1cV4gwWnjmf7qXgmXyc5NAAZyxLlAtDvXhOBFY52psICp0uj5RvMK4jcNpYXYZpOGCxDcvYuIgTvY+7XBOX2KS1P3c+DX1MU+DfRdHPA10ZHTB3sGktt33DT9V43wjbZQI667pJ+BwsLRg/02KlTx77vvnB2C3gsXECP37+LNuHte6gS1cQMtPk/SKUqqEa8FMdFVgdbirgyk5abp256KYit3WKy8zvmSPHPsnotC0VwstIO28RiiubIIM2rfAeMCSopPrncXQQeVrThgU407fL0Atq67+xl3L8RCtRu3LziSKQaa4pxFAYyWEe7Asc5BQMt4XmlWq4SBlHi1Wve20mODDFy7Gn/YoaX8Yyybvzak/bkl2DL/FqCIUD5FMpN7F5w2cstc2y+QFi4pSh7ikwLjyOlmBygiIQKa3LhZZLOmkdp4I1UdgeLgB3UzMZa2QiM/LWmyBEZL+jdtoKmMmXM3D87kOs6uAJTynuTUDDSqm7lNCbR18CoEcBkGX7l7YSYx+ieRylM6EwlSINlOx7Z4niy2/fXEp4CRVVmC21SAQQVKZ3k/53f8NsVbABPlGlMjhBio12MYPjq8U/FUjV7LNNw9nPInqMuGYf581rhKMI9DPldu1KDX6FCSVQlLYJvwefR3KAsOifc2mYWobolmuPPNzy9zeYcvY87v75LOvTRXK8/LwWfu9PMMq6l8lWDvk+D0fQ+7z6DvIziB4GH7PtCUQsdugE5vUH1yJR43UEyDhKjEc90qnAr3lY9kBcWmtvYGTR5wbQ+4yBe44gts7YoH/Q7e6BcO9C54g6sJd0oBV5AQ4WwkFnm3giXwzdMASccOiU1A1DhTJLiG0/PpviHURatkJPtcbYyBOzQDd16/K8Gei3BeN+DaqJFTcSV3T4CHpsbRg31votiku/inokl34Aevb499LAxoR9lJw0gswSam6aBoEMNMkEYw2LsDMhjQuzllQkBn4p5GZezRtppAEpY2eb+7x4sTcjgQBL/nHUHCLuanSGBo5ck0at9C84L/DgN8TQj48jJ+dz+Ihr1A4y7lCW1HN1FgMVCV2uoITNpAinCkj6fS/n0W6VRNTl4odKl+u5dDJz8gBWkxcA2jRfwwAGUOBkEjHM11fsaI8STOCBq9A/ySmoq2jJaaqBaqmi3zx15lENW0zxtW5hUSAhHQFTHMAHM+X0u8AFsvEuesQG4EeRHP0xjv8BVwCgkTChXUDTXXCiZnzZz5hAhbQJ+sYVy2dnIeR8wwEWFxiSn7WKewGbeCRJaHGZaxI5njYMhZsaaqXwC0XuVXRfNe6GydKO2yJLj5XkHdEabYT65Vq3Ly3txpOaUArZOyBJg51uY03efA6LAPzgAPin6wuzGlfIc+vg9R8oDuLPIg3ngAkixPAV13afWxB1dAb6YJhoosANoAfuf8T8IDq4O45x33mdeO9Lou1HXgtWklX39c5+c16WyNsrHQB9/DNB7Sef75s/t2us+g7yM4QcPWvsCmih03NOzOwUjNkCayd5tWyRVBifzmoIwinKZt08U48YCrfAcP+A4e+hs84A0e9AFv9IJNGt7ggou4qXU/gd8IgLiENdu4u8t9ULl/qvhO4p2uqkE2QtLKWcFAKEkQnu27Rk6vif0jl884fM3B3lUougk8NNi7KLYGXKQ78LN7fBcX7zRFLh0XUYh0v9PXg9MHqIt19hSPDaJNjbCKtrCapWIMI9jM2htFzGhewbl9TUzTJtLYe/iV5V49ZfW0OgzobVATkVNr041+BVvYGALxtImJErSpxKqfQpBWj71sTbRY11zUVODElJdnjxKaX4e66C1KGl4WIAxaM4eGhh271bjcr0piYfytJe0h6FpuJ2qac9DyXv0O4pvVz0Wrq184rcQDN3CWL09lD+4M6JW0/KTgDvAbZ71AKt1vDxFXgvCv6kVSVDNB3UjZJQAzN9rWy3jVZAKBGcGY+3n+ZqKhed/mnTorX9HYGT4J+FDyqXAs8gvlThwztSyjH4YSL+nD7IfIKQmu42l6HlHkDBjB3JS4PfYEGZGbYIqN4W1NQI5koEoJL+XEXsYiDHjwHf1qfZKwLKLGLFMpqQ4xUrlVHPbwHiXr4YdnfaipDr+KPITKchaxWpEAJ2NZKkKuf8d+zhm+Vt0fe16sF3XdM0Aa4pZFTFpjDZK0iFLS1ihLiqFmrq5YpeTN5mJD5J3LjGPNYVqIfWJ6z5V9ewEGI7/Sr1i1iyJNVJT8q4ZVBYNqSIoMTgpNIPN8q6Bpnhn5XFuxPjH2Ks31/K57z3G9qPvSWZr94Pc68Giu9nydRWtNm/P7ep07Pn+dzpaCr78079I73xb3GfR9BCcQXPQh7koZYGh2SVw7BBtEdtiuYGrwuWDOKY3PRrjZMfWGJle0ZuDvIm9wxRtc9YorHvBGH3B17t4DNjzI5uKQDddqx05MVb9tEAZhut8j2yDBbQKSwKciAN7DAxACq7a554I1nND7nb3meRvQa2FY3bRzOuBzxSzXZnEuLs6ZgC85fZemuIrG3b2LAJdmnNNNDAzanT1AHPhRmKrxJL1p2QF8GxQKp5o9qBYinWwruIZMI3SL1FK0RkAWNUbNLo7OyFnTxANNNYphRIXGfaHGIvoGvCG5fwqA1WA+/G7gUAY/KocRptkogpq8MPE0IRKaMWnOQlSwOzdPhNfAcwR12Lhm2ZMQGzdJbsj5H9uqbuX+qwxDUwsM4dy+AQDq4BfinDLGqyRY5MbGHEotkXYAuBe5SoDK9A3Fz545NILj7r8lBCi2mZw49ynAzQi/JLTh60+AmArAi/gl1xbj6AEVqDPNnM9FwYtWUw+WTosZRrg32ulbAb7gCpLInkiXCv/Cd0W1lRjAcezNwIDf6oFE7atKikqEq2EAHpRUXN/VbrVCgNWIqf0630A841+MpR7TwRSvpjOn+ZxfhUx7HPoxPy3hRr9eWneYXwFSmJ+XeuLYjbBjrNMQr4Q55Bei3QUQUZTbM1NX3y+USPAcxNd3FQe7vh7QdqzdLVOglbrK3DJAmIoBwWJKPXSKmQvz9zbkM0GTIsAabdjVpciUpiggOXo4tyahzgIWvYU9qe5ropZOzLyHTkllNWVazeYVCIT7AdhxJKwAWq7342g+Ps/zrj7VtM8PFo9Op7cK6ObyzuCMwBlTqHmvW6//Ge+svqsS1rb4+uHU944TkZ8F4O8G8GsB/AoAfyOMFPufAfwnAH63qv6VV6b51wL4HQB+CMDPB/AXAPznAH67qv7fH6Lcn0Hfx3AiuLQHmMmGho4Nu96gomhi94+MsNoAvSEhyERcxi+JKTO5ILiaoXK54CJvsMkXuMgDrniDB/0OHvSKq1zxBldcm+AqGx6cs7c5oCLwIqdri+UqyTAT3dTYNJoYR2leaDRKnz5UtQASnf6VJiBMQYuLmkrVyOnKWhpwFXFRTRPrfCA3r6lzAB3UNSxAnwE9avBsog4Co0gAXCitlQ9BaKudUIlGT/SysDdo3K8j95BgiTyPXtqlxyV4u0m1O3EvtvObCKcAW4ht5p09IxLE7w9aH1HxC8VBN+XmnkRSaAplPHEA6OXujjK6FQu72p2oMDXh4sYUE2RLdFFsav6EebndSRBLBMBVQs0IhdTgNuoZVQyG04NDZ+G67iVk2tZLMU6Uu4DcoNOOn0AHIgValLVE3+f74BdhKtH50i1XRjQwOIIoBFAjd8w4BbR3BwymFqQAO5/BkBydnHvi8QjkUpyzGEcHi1fu9ClHrgyinxDe02txn06Ge4ISeZAvl1xFtkbhCsZvAXFohZs4ryxVPk5KsiueTRJUPEABMCql8NAJNmYCbDyymEnP4UukmWl0SCh+retOMn6L8qgVXcisBFPdjs96Es/yS67MS/2M+I+CHmZDJY4P1isL0V8P+skJCjdNizX49jRLOfvUZoMfY1Mcn+uTP7MzFQhwF5WPdckkCoKTVdYF5ViKJtOhM0KD9XxXrpQlQKmUeDKBjQKyFKWPpvbEBPAyL5T+K+m5/8CtKk2gotA2tb/k77osBpTHm6rHEVNn5liLe6Ds7F5bnZ1HMHbfna/f82iv7yu/hJVjGTL8DO3O/TDVdS7hnanzybqu7flA3wz3DwL4D/z5TwH4CQA/G8CvAvA7AfwmEfk1qvqXXpKYiHw/gD8G4G8G8L/AwN4vAfBbAfygiPxKVf0/37fQn0HfR3BGgl2MWBeFuF5HgaDJho7NVZA7sYYOnqqPGtUq0ZTG1TcHfMblu+IiV1xwxUWvzt274IoNVzRcpeHamnPJxLloCU54TYjbE4kTkZFYZ9nMj6fxLKUJ+Bn5z4VwJOyaE3FphsHLIi1s7dEMw4Nz96ishSAutXQap+/iClsuDvi2NipqiWdBcDfqWaz4BhfyU7HhW42tPcZ7fb6bJ5FVd21vC2X7xTeN+0kAQpzKOAPGKdzExCx5N6apAz9x/ivBnBq8ocIYSAF2SNCXXD3GI5eu+omnTyIqwZqfg6NLjkm71+eElZerawqsBsjzMRLtBrjCl0qo8T0hHAo3j+CNxNdoemFHAETe4UOCwwSTxSwDidggxOq/6ofh++CGT/e23AITDmAvx0uGqnOFjShD2FgLZOTwxR28kka+a9yxo+KVmg+5fzHDA9wJpOXaMwI/+N1cT2/gBlaLeDL8l++zaYUxbJRPSnss2nskjCrJxJYYkQ3nJIAguBPY1tDHp5mAnN/GHq2FLDEPw6AS3JwpXB90eKbfc2Qsx3gsS5NflO8ZP86Ig9/SzcTu6DeHvJ9aSSlQcvEVRB3XdWA4Xw9OpuhzpgkOIGTCB1zPhjIc8p/GzaEsz/GgRjgToQ5Y5VjOAbDF9FmPRa574Svpc8/p9Fy5dC+Pma6f8rZLOV+V5hrUjRIe69Cv8avuZDi8yu+bA+W+J90jgN8D4EdV9c/wo4j8AgC/H8DfAeDHYODwJe5HYYDvPwXwD6jqzdP7dwD8MwB+N4B/+H0L/Rn0fURHoiXAErhoVGKwkBZVeL8soHGDYsAngiILFsRaQpaSdjmtlUw0lXggAQOQikXoVHkH0cLxOevJXLWUPCMb4emkXVXmosbnsDuGlk4IgRXaN0wsgGTukIH9L04WscrCsgqa+B2Mkka2hUxJkeqxOpGzBlAxipMEAfw08qHyFsarTpgiZZnU6ltJ3VoOwEXDChCEt/Dh3Ex8bBCTRTnHJKuB6CAMFdE2Bt19PPnQGsB9oQus7SpvpY7kHHJx6upiXH0oWU//+K02+FbvHraIcwa4G/yK/0DI0K4Tw2qZFHcIi1eJdN73jXVAZbxPxXmJEciMo9beRwPQUrDleL+P9ymonIX9Tm7swC0s3DVyMiqIY+Gq2GatcYtnjusq4ln/zn46hbjXfiMnSPR4R0iHFizr2GKscl6yCOR+zHNMp1Tnfp45F3Qy5FRDjOVjObTEm8t43B0wleYlRPe5OwO3c37KeQMA5VBoeQcNGoeHZWkd78MBCZR84TAzAUyUa4inL4ue4Nzxg6O5LCJ81lIW9bIcx1Mv4pgUC8/7a1n/vGN5Mi4KeM12OnJ3meaxLOP4zMUjYvl7bbPjKM8dZBxNMf5f4XKdfzclKucp8jnXg/NR+BI/PfF7d1D23Pr02c1OoP1TaLX3L4Oq/jiAH198//Mi8k8D+O8B/AYReVDVx7ulEfn5AH4YwBOA30zA5+63AfiNAH5YRP5FVf2L71Puz6DvIzgjLZ0D4YBv50ZB0w2zLbEgWukqNCGg4gk7Jj+At2aqM02LpkJfVVwxh7kGxIZby40AMVakXd0EtnOYwoj3FC9LK1MtTGnL5hwB2gI0Lh/C/l4TKm1hGDfJALhYqt3fM66ZBiisblfBhmI/0GgKaE+zEQSXKu1Q99guSgV4H449MGrEpKIX9rntttZO9T6fEbiVcAtlCmrcSEWmm4Z+rS0cnvidj0Jkiyb3DqnwoYE2/hDgjRDIk03NeKwngkcZaVao0YDhfmelP0aCi8Sfc95EQxwqRruq36kpnD3nzHVvSYplpg0+4/AxXaBy/AqHTxVHEKiIe3pa7mAMgC9bYiQcpAyIOkpmtyDulyKdqZQEkrbtAEDbxCmrgK3lPIevA8llO5peYFHaxOVL8wqFqxf3+gpXz++pNpk4iZU7KIj8COKqmQT+Vi7e2BIrPwLaqQ9wQpwumlhLK+NA7ta4Rf9dyc7GThu+ZT6857u+57Nycsw5kv0wjjVepXgyZhUYEIKkPThg9psKLJpr1GLY13feUVv5ZT4rThOG87iDRslZJNbL0qtZlQUmGPzrAjeXm2KgqzJ7idOsAo7tVCbACJJxbLOY/zpyvA75M4067rIcwNhms6ur2PsCtpmzt6r6qprP+THFnLV1Ps9g9sPNoK/TrdbGb41T4FNQ5PIRhsqf8N83AL4fwJ9/JvzfB9tU/5sZ1KnqWxH5LwH8Yx7uP3qfgn0GfR/FKXY8wQx436DYoX1Hpz0xiqVNHIk8wV4vj2EA2DXmDQSR7HE6adYA7T7hDiPWRRWbp9Rh4oMSJ+Q6gAAzH5AcPwK+rjpofywlG35rO4jfH2zOfbD7e3Z3T0RMKQtcm2ho4qRoJrD583CFgJtebORWGAGwi92l2xRubN1tCsLryx2anEGWtNSfi5R6jgMkIIcPCdIMKKnHS9HPbCcP5ye3ncRocAtLHg5mR5pGo78pQkuuCm+EkUMHRTCARQoXj88y1lWYZwcWfFqon0rXr7V+6iLMsR1L4d0VsaHud1lNwxyhXgI/2rAE7FAk5gpDTIckPQDgbHDdvkuA0AR8rOFY+eNongKURlttXvxews7fSnrWL4JQ7SeA3dUjd6wl6AkbexS7dYBVRD8H0cvgqheQBgOIqo3XAGHC1BnP8msJEDk/eBcQNb/pbmCZ+1VUs9S4xM/wCvX7hLWd1JmNVTFFbc+RNIy21qLkAnkrmQTiWa+NaUaBATGiP8Uvh0h2eBagaejdJQH3Wk7Ky5wO6d7PYeEboKwnV6x8jy8DCDvaKFs1bhedm+xYHIKhuU+HYLknKvRwnbOGg5TnRRiOjXt9cchvKu/gWH5ZtMNqwJ2KUMrwnq1B2LMq74o+OIb4cJy4Wr55J8Diy/r9NX5nzVlWiq9oXn1M982Ee2c74fe4+5v89wnAX35B+F/qv3/8xP+Pw0DfLz3xf7H7DPo+glNVPOmXABS77s6R2LHrI/b+iF2ffEHei0hn3bBmYsQJZ93RsEHF0ut6Q9dH7Gh4hKCZJT7wvogC6L2hS8Olbbgo4i6dgSBx4+Twu2AWj9rakrOX4p67qnPPsnh5Mk9iyDwI9lqIbwo2BbY2motogCt2cbCHWYTTyyembbKLk/ZqJN0GcidTNPQGpo8iMuOcsyLzkwBLBkAUgK90SQK5BJ187yFqm/HYLmFaAUC9DyhCQ+0Fegxg0SKO17wt97iXoqMfXYY5Tz/CEMBRhLeUiZzdohsTgHORkfw5u39oG7EdP9jxQPdQ+bv7QQj98vCjY0dXGpkgF4/HDFkKA3ycO16qovSldOpYe71HBJ0RWPQ+2+ZWRH7l7ZSNvdzrhMBFkuMFgIt7ymg2IWcDwVz1SwDJeJxBTFt9bI+gLOMR7KHkJyxTAMxa21qe6j+CvZgnxYeENYnrsdXZbjMXrYaaU3MNvE6EV7MhvK4rJZ86W/pUDhnKW0VGkziP8stUN53LnS2i/mEAV+/kp5FH5bSMVwVmMDCOz6rGHyWV0mqZQohKen61LCVrcrJ4j7cC9oyXUCbvNKs36wgkw29wZW0tfcs5b9uOLdLqBZOhoBhENiM/xVA/JSeQnYoqPjy3rwRnbmxDlPAY4rCFKeZ+rLss6p49kz2kkV6O2KOY8+pbzfM5vyOw0kVZVnvW+/ud1/2b78a1L+sOcIX+9OrJMR571gvL+Elw+r5698/670+o6tsXhP8b/PfPnfj/uSncO7sPBvpcJvXvBfCrYWj05wH4awD8PwD+DwD/E4A/CuAPqupzrM5vlVN0PPW3IIfCANoO1Sd0fYLiBtUbVHeY0OUsMLlONRf6G7pe0KRjxw2CRzRseMKTb2APToRcsKNhx4a9dzy5IeWLT8KwUefJc24G8Q9BqNtw/xDVm+cxN/3mSlR8SSOvgHk1MYAHF+ncALRGotSJHdKapeaWhYTYItTs4TWlhjx7RjNgaISZDsvngMsA5GUTJ8B1ypPeUp4jngO7IDRcoCzKJ+HHe3nZVGxo+6XFJmrr9Eyi3blFqF/Y6xCos+1sjDmJqg7iKiCf68K+RIrwjlzO6kfuWZIXlryO//l4CHgnHfwv7sdA0WV3MJhwMeaHP4MimzF3CPwWIpsRLglgcvgqQcQtNZA7Rdc+kMsjFsm2FkC0Re5wDlzkLM1Uy1Nbpn3MbZ93P6llU8RBomRuYQuPd/UKt024NfPdRTB9kDZp3pQC2tSDE/UJakg4e1r1G8ayrNwR8h1bbg7NQpAIrz5jrCSoq0iciqIpVblo6QvJO6W+PgT3hWEiWXGQkCCklrWSaMEZCvBSx1wCq1mt/6nfAELUxw3LPQIw61dbERDxemkaOfhxfApyTUqzAbmwUyx7Jvwl1jKNRTqAB/0UkLauQz0gzKmYYQW1LMdyDvbmNMVM7XBNAa7xUSe4xIMap7LlaCKgjT4lgAV3v6nuE2HO5/zN0TGOnTFejteaelk/QEjA51xh6mwagH9JZXYzbTHmeu6XgPaYKltpNfs/tp/5319lZhhZD6W+bldtHdt7R5q4+eoc22UcU7VV6nr/qbTWe7lfJCJ/auWhqr/kXRMVkR8E8I/DuHz/2guj/VX++zMn/j89hXtn996gT0T+HgD/FIAfhF25msfCzwbwCwH8MgD/KIBdRH4/gN+jqn/wffP/ZjjFTb+0pxDjVOz90cXWbkHIUryzngueL2G+Qalv4GoEMbknm7zFTXLT3rVjw4arKG7asGlDU8GTuL0t1eEeoPbcBHspkxEKpUyKQaucPTiQRBpeF2nOxXPQJxTldE2iMK4fRTkrpy9oCrXWye1HAmRs3UQljVD1hXwn4WquFSIhzSscW7j6USSSMVO0blogFcMWlH6+abvhLgGgmiJ8GoETxDHHeipGTiZT3XVcqMmhpHgoRXR7eValps+SpmaYXREgf1eMorxaBCwVDs1SzLdrRxfy5faBl2d3YtS4d3KLb3sBfV13dNxCRHMQ6VRy9BLYjcpbZufkUtz3Y7NN4Z/duV67tXHDbshzaJL1DYHdHEikcooW41SR5hVMFDOBG8GEeHoEdgG8yLV34e16r4/KWyBZFgtb7vKJmOkFB53i8zZn9uwn8ZypsTSY/Dz+stVmTpoBYJLTABVTrLkNiDwWBCKlFyYtmAoNLbrh50nRz8L28DOlG7G82TPUDnQA015bn5GLz7v4VZFoa84ooP8UEctSzupnIFQj+nBApziIUbAt6j22SKf2U6EQNexwVo/sFppQCABnGfmaUPsly/XcfbuxP/chrC+1Y5oo7VnW/epGm2wZJmUb1uvBGdfJV9LyPuc3EtjnvuNB8Kqcz5XlXf1mMLmCYDgpy+x3TsWs3cfye/6QfY7/2n3huTRl+bx6/zDuvF+krNFyCP9+ZTG65Kuoz+vL8VU4EfnFAH4vrKF+m6r+iWeiRFT/PSvaB2u0dwZ9IvLLAfybMM4eAPx3AP4IgJ8E8Kdhcqz/L4zb93MA/GIAfyeAvwvArwPw60TkvwXwI6r6P75rOb4JTrXjtv+MP2tsIF1vMO6GiWeOeW4lAAAgAElEQVQO5AyJtfnukGxItelO9IlxsYzjZ367CB59k97lCTuueMIFm2x4crHPBru3w1Mkkm/gb2hFGxf0pqV8wEAEVlJXIK6YxO7tNS/rJhauyWiAfQB7ANpEjFSFIioGdqV8vxlVVmswNt3QJ8dv4VfCp8mJo99zcQdH+k6nj/WZoO3gb5RaJf/yDl0LIFz9SKKEbb7yvRpx3xk2wGAq6NnVyBXe4+Q3O0DQELqk8GaXji6KXXYX73T+nt8v7c6J7hTdhIM8P7CI+65w5Ubo4RdzBc7xC7HPBH/5PKipsTaRbKFjv8nhOYDZwi2Jl4K+SWyGzkcfLFQW1OroEaCKTCaEE+dCkCsHH0PVTILHkwqzPDaBWphlcHHNVvOo4pwOalDAn8/o8BPOcHtuSLHOXD1mkFfb8XhaXd+HAxQAlR8CAhhxAKK6SGfksdD1kvKBkyFVSQzbWMIvy6bpdxwu6/d38itKUWb34rRnoFhaZBVPdahrlmTl2MLTAjoviKU+I8i6c+AiY7rPEeKj/8vIOCvNu9xty5H1GoBQ456V513TuBf3q/F7iQTSPcf15FN1z9et8uU/NPA7c/VY76tIvQrnn1M2Xz9Q+wrcn30fjt7sROQHYLb6fg7MMPu//Yro/5//ft+J/8/y31cZe1+59+H0/STMWvy/AuA/VtUzWdS/7P/+LID/CgBE5BcC+IdgRgd/EgidIt9Kp1Ds/UvbjJUnsBQlSlX0Rpg7gKOu/bLAaCyaVNxS7t44KOhiJtTRH12uUSG6YZdHCK5oSrt+G5q2sLHVsAFKscsCOCUX6iQDLb+t2PkidGR5R7UO6ajynxyJemxeVXnTC5IkfNPxvIkcQEsPoH2CClKphEIdGZJvQDFJiMRzNUgcwiOa8TI7V5AxxeOpfxXPGghKGNAF6zGIFXrZ/FPeLEoX5/blpCzNRiQ4rSBvBn4V4BH0BUhUHYAfuXuFv4Zd8t7ejrhphx07dh/LN+wmxqk9RDh359rt8uSkA8FdVdCyh3gnnDjTYX5MZhniuRJy/FZbfW7J2u4F0nu/Z98O3XPuF3kYWJrPy21ckEPWCqfYuUaRVuPAKOG4JbeYKgReFWQxTQFvrBXwpUUUNOZbhlXNt6xY3h0VLW00rEfIPEp7Znsn0CIom4mHmcN3bFoXSawdMccvYoQABm6RvY+tNbujSFvmjUOJ9AP7aR5ACVDvzQEIcFvV+s9+ED57Kxcx1eH+nS0s8c7nA2COMVjDlWoM6c9tlilV7mCsb8Wvhs3ncU1kBccxxZAaOdS9Zmrdgx/Xinmcnuc31rCOxiz5/fqd+2mkcU5Yf0p+7+fWgPvDl5O9/qHB0kwHVHrjQ7VZXRPnVfnd0jvGP/J0X5b6ODvf7U7lt/FOn4j8XAB/CHbn7j8E8COvTOJ/9d8fOPH/gSncO7v3AX3/AoB/X9XlFl/hVPV/A/BviMiPAvgn36MM3xCn2PXRZ59tlmEwVkn8O+kkLamW+LFv0gRQA3pNBICBN8iGhg0iG8j7UjRXtnKDgIT07ho8N2zYjBAUpKHw1sD/LD/6OUdRGzbX9NeamKS5tlBZrsa/c27fZnV1fkBVKUEZYHt3XoL4eyEiCEb4QcW1VKrbkJO6oHExnqmQvPtQlygTb8zFZyQp0m/cplmjumiRs5LvrfqxD2X00yluvVVAMU2WRT0e45DWC5JBj8+DSCeAvY9tuvuLwpXxuN8OnUQ8NZSy5LMt+DelsXTFTTp2F7Eyjt4OdU7frjf0RngYfEEXRb4NwI4gkFy7WaQTFGMGuXpJxGoB0VUEjwcYFMELIWYRhAYipUKONkZmYsDBz+lf84u7QQRaOY1Na6wE0Q3/JVeNfuKDQf1CWXMASY6azTMBnEOufkhjnwRU/rIR1PFQpnDurGyCsJWpGaaKeXLMzdpBWe4kqehXZ0n63wd5OPilY6h636nczZNMuRfAF5NGpnd3De0gyumJ2s8dv+H9A/qFGOMZdSfP+y1NCszvxVUNu3mnVY9hhWvLIuwJ7ZZ31ObKrt0R/JyFq3konkv3JfndS+FeSY7HSDQv8z7u3Urz8f3e1d3nIwJ1xByPgtbT6Dm/c87iuwNCLU8zBfLhHNfPd+WNsi2yXLPY5jFE/XovZR7/vyvw+zY5EfmrAfwBAH8rzLD6P6GzKMrzjmKgv+zEn9//5OtLOLp3Bn2q+mPvm7kDxtewQL+hTqH90WeSUYM5+SpBlcRoEIjaXLzLoVJrsQw02YxLR5FPV6luUQ0mGPdkB9Wp7BA0bXgq+Qc3QcU4fiQIIZDmgBJi3EFs2NTKYxCwOYREoQMIUYw4yLtHTlyGKGfWs4KhuoT0ki7FDWMpVwQ3KwESRhDkfh1A70nL74yMeqcu36WWpPgxwVb8SO8z7VikS71oXy+AHUo8HF29h8h4sy09nfzINVqBvt4dJDs3z0CeG0Xo6uKyyHt7cU9PEwyiOxcB2LVjl1TMcqPyFfDenoFAinFq3PG7hTmG5OSt7vBVwJfinFkjOGBK7Xp2KmogTjjXCuoWB3h1k1JyNO4QyCsiODhjMqWHBFQ1st3N45wat97WyB3kfCBoA8j9S9MLBFQo6wTDU6GLAziPFwDNuczS/FAnBmg9E3dFMVHCNqZZNnyGKMcVrG2kdmxKOX2vPmvCY+QSZG4G5CaK5vgLYMd492v5/NH8CKe8tsuFYOXnhx4EqLIi0ccWrByW50X0atgKB+deyfeOPfryGHYuSwV4rwcXFms/Lcu9cuZ7lqVy4Y45nRG0xzSfJ5bf3YUSrWUVjaZIP3KKqw3fT99V+PYhppileSbK+z5cwK+2Uetq/C45cWgcb08/974uy5z6LPn16vJ9izh9IvIGwH8B4JcD+K8B/CY1A8KvdT8BW3h/tYj89ar6l6Y8fq37/4H3LfNnkw0fzd1ir7GfVIlu+3rcZIPIBuBik7Y1NLlCnLsnA0fPAJuBoGKrj1rLOCHFyQQ1W4E9OBVGUDcl96gQh07YNdngN/LQZMMmF2xycfB3xY4LNnRc0HHB1UolJL+tph1aFFb49kiRMaNeh6uLu7fJINTl9Hs9P1Ek6AMQZiS4zJObBREDNsgECWZM+2hRqOKtUrXINUyKHgDntJIATnEsKX4kmUOUdXgWD5v1KdG8HbO+IgbcKv0XdadfaReKaArgJjfYBi4GTDDnY2XvphrA7DGaUoab92CYXlBq4ARuMppgoPogiJZ7e9TESeCnDuz4DwhNnXFDkBw9EsSTcQgaF6zE8kCwlUa0kRXPyoMQjqXSD+rzpgzTSC96z+ONMCWRRfpJ+WezE+Ad1fn+3QyTWoylCNNq2EIMkLArKQT3TliPrXA8Cw9aUtw01olQ8lLr13yMSqQxgr7aUm16p5jc+SY/irwdiej6Ns4c+2p/KwCoRz18/9B+/DoaPEjCP0bUM35afLK9jrHsvcdcGEuxLmcqSFHoVIOxLGNqnHv3RBxZzlyhKcY51m+sxwiu5t/n86t+io7eqfxGyzrJuaov8qutMZSTy8zkl/HX5ex3/O7Fe4lfr2v/ZDZCqy1EyX0p9tkX1u9D+vF7iqjfd0yNadY0qluvBa91WtaNdweAGavOqdeXZIz3mrrVfqg7kq3dL8t9zKvsaIcyyFTjd2//b74TI9R/H0xPyR8F8BtU9fGZOL8FwG8B8J+p6r/M76r650Xk9wH4YQD/noj8RlW9uffvgllD+L2q+hfet9yfQd9HcSRezRl42AHnqvGunsgFTRoED9jkAjjg2trVQV3Dhqtz40iAJfnbnN3e4WNFTCEGHNgERwUAtDtI6sE9s7KleGkTQHRDwwUiGzZcYKo4btjkgouo2cRTu6Mo0lzczRaL3ZeTruqiagnUOjc435FVYAbbS6tx/wjSvicpA/rpgoMFvhvA5cFL9UuSRUe/6C83+TAtwAQRyc2TcXmVuHUJAoHGSjQquomgybEU2hDMylN08ABt3K+XPb2C5rib536dihrUiSUlMFa/t+dtIqmN07ZEh2Mef5c0n75LgrjuHL/U0kndnXsCv+DoaRHvTEUtQW7Gcz2h9a1MR6KXd7lEW3D8qlbVtMNnDVWBeQ6h0VZXkEjkmpUtdAaDWtLkN96h4l3Z4oM8lCl+Ahg3X5gx8uAFFta59zikicKlhx8W0SPVxQQI9HRojkQAFyXN+7jlyh8qMRSHTDFj5jmR3zQKEUWLtaq6GeCs/M7ej24Fhl7vx3HHYyu6+p5ASku8JJ5m9fwVGvI5wdVIdI2EVPrxgC5bfAUUzdX8e6SR8cY0aw1q/ezbCnxmDbTEHdM8zU/Z5jrkYZ91nL/P+NX+8m2nlGni3oms/XzO5VGh97Mwh+rntZaZ2C2E91fsp8VvBNpHV3tibrWs37kfczn3w7PxOtT20VlkvtYPPAyd/VFqfVYXlHDj03MuKQmm/XogWUtl7y8DQivgmvFeEr/sVR5nrRf5uRLXXGVZrlWsWsrxMOc5J5+E9s7XjJM77rcA+CF//ikYWFuF+xFV/Sl//rkA/hYAv2AR7p8D8CsB/P0A/rSI/A8AfgmAvw2mE+Wf/xCF/qCgT0R+HoDfDODXwCr15iSoquov+pB5f5McIVo9gW9ygeCKJhdc2hs0eeOctSsu8gbNOX8NF2y4gjFT6pAktd2l2slhkZtxV2RHV4HiCdBUmGFcLo9dLKxTVbxIg8oO0Q0aVv4ugHYnDhVmeEHQdMfud4vMy8icXRqaGp+l++LPrbT+5mluOiNMRxKDxuIBE00MTZUAtPfyrsH9U8ANfRspQT4U/RRqimIkiRNyOBQaRHGCPieAVYNXIiKQbr9VZyKBIPbk9IW6DYIN52BVMdAcMDPBU7zcrAaVtbAdVa1tIFbG3rkJk7yzXMzcQgc0FbQYADSTDLvfN+og0HPuH0x808Q9TWHLHgpY9pHTp/YukX7VtkliUwMEGoEwEubqYxLiJY9GcuAXYEgB3azXBtZpEnycL9aiW7xXosRnKOatFRFUCpt25D2ZeRIDU4iYCSIlWILlbiEAaQ7wVDNuADgHjYoCGCNF8E6ftRFLPYK28cTd41F3jEeSIB4qOdSGOlBGYebslRYuebTh/aVuPlHOXyPKz06cZ6LrNX7190hkPpemz4MSclb4Ude5mUiqKvj7olxs3T7VYY53BGLPlIWKY15QlvresR86vJcppHf9xvuHkccARJ73q3d4Ebb8Ciwal5CYys/6Tfmk3whUqt/M9fzK/ErLINplhj+CnCuHVsNxlx39IvvBZ3yuq+IZGMiqsL/PUx3GSzyvlaTUg7ix9lz15lI877qvKa+9QTfX9bX5zsfc69h13M15bpDTnnhpvrVN76dx9OdO8Lp6f0vczynPP3QaCvgdMFB416nqT4nIrwDwOwH8ek/zLwL4dwH8dlX9y+9e1HQf0jj73w7gDwP46/Dakf896GwNFBPVbBeIPODSHtDkimv7Dh7k+4ybhgc86M+K23MXbNh0i1Tqxt3dDtqOHTe5YZcn3PBkJhv0hhseAUnODjeWzvtTRRuchG2whi43W1zkgiYbVB7QpKjWL/aUrs4xEr1CpIN3h3bpIJ9LvczNmsDt+AG2sx43nVTooiHS2P151yShgkOlbAv1JMf7aIQlM6EX9rww0P++GYyLYiVnQ9GGCkRbFdy1/7Rw/oA41ayQIG5IyWryHFrkEKLe38taKbRXrh6yDRzYxT28Rl6Cx6P2TT47sGNr894e3yi+qQH2yMWj1k1PazK2jgCDmq1BbpnfI1Ptg8hsXF4EDywUydXDoAfpnMRZ6UddbOHC51WvjN/zzp37zpy+umVKJTDKKXcR/02fkk4TVLGdTFVALuFYfg6ocRTb/2sCZwZqMzFD0rA9SyC9jhBZuSNAmsEZDu/P+x1BF/0kno8gaTXv5hT49/7JNwHcS0wHrMt6FtYOespiUCuE6V1em34mlIR8cRWY3fVTF1V/TTlf4DcBi0OtdPn4Kr+D78f2mwMWqZzcJ17Tn6tUOePHdaY+V0g5z5V8fw0M8nHIIaFl5XnmYuK4MmUJXw9gXu/Gur4OdL0UaNVYa/MKx/hco9cg7R68XMcru9ri6/x87ozp+/XDg1erWVmmob8DBug+WBxV/b9gVg1+67uX7L77kJy+HwPw/QB+HMC/BbOBcWZd/nvY5aYZU5ja9HBBkze44Atc5Du46gMe8AXe4AEbLrhowwUXP9sRXFycc3cRNYXiEbewk/aIRwje+r08V5Wvig0CSLc7b6VcBt60lBImGqYNIjc0mEjqDR0NVxAcpP0e+9f1GnXTED/boNLRIGYUHrZMGPdS3RD1vHVU8wNJroVJAQS08HbQaI/k5PG2WBUv9L/OUSJnDNAkTuq9D4rfkbx2VJj2DQkBxeuU96Sk/qdmE020fJdcSAcTFP5t3FDP3xLAJhmXI22EtwG6kKBPHSjX/7rsDrK7AzyCfIpoZirJ53A/ze/j+EB5LiAbeTqN8ksFREtF6UoArcbV07LlawXQMsTXmG91Ajj01IbWRkVEwZGL04AUOzORyu7E12yW3NPxeAOYomho+AmyRBL5iQQfGQZsNyT+tQczt6KIkwqPl/ViC48bfihpiTE0bu6zoOEYP/0VM4GVKR39aoufEx5jWs85nX5XKCGfOSbvp1Rn1FlJdKjfWblX3JYc35lTzgGMaQb36hkAAClaOTXA/viM8p4lWLcYx82i/sGhv9/Wp37P0I764jqc+L2mLB/Eb0Vgf5WODeV71mBWZSjW2inCRuVcbo7pHG/j3Jmh3BlAGNf3VaHutBcPYJ2uWZVzGe0wR766PnndYcmZOy9frhLnLTyX5wxIHv3Wa/S9eMee/Spb97P7qtyHBH2/EsCfVNV/5AOm+S1xqx1O4p+EgpQHXOUNrvIdvNHv4EEf8Ea/wBt5wIPz+i5ouEiKhgK2MO5OsL/RC556xxN2XOSCDRue5AmbPEJEcJOGJ30ExUCN+0N9/iYCKWXBFTdqrdqgcjMtj413f1qopUwtoqYX9IaWdvecHlVt2FzLmAogXdBdpNGI3JnA0ODypTpsxVNRwrIPQMRMB5BLtYtxo+AcwJvcPE0DJnD7DwpF3+oGl+DBvrg9Q3I/w5SFBDG/IdXdN91sWXVAt8E1KTY5AsIQhaWR7Mg+75VNBD03wdJJ/ugEZIio5nN3sUgIYCBOY+Mn8IM6CHTOrbqhdcuxu/H14Bs68Ms2664ZUbWj3hS1suzxbPl6/dTqZ+ZDCrjzPm6ifqclT50tvY5WLCiwbjFMKm7LiNb2IUNbwGDEy341v4aWtheGNIWykYynJZ7M8SQPETgBIMa54/gn4cjKNMR9PM/QYKMAwwLAsuTA8ZXljBM385nX7kz7m8KVG0W4VN1tvy0Iohbfxl+Wov4y7QQia1Ixv9QnRZJhOvjPjqP13LfyMI5+Y65a1qZVagnaTv09TF/hi5LteZlrev2Z/I59bvP1mN+9srDMh0P7V9HB5xnVdnm+LJ+CH+e3jN8/gBthpgzf+Vpuumcx5Rgv5pXkWrxyto/MIKDmQcA/lWd6Ikiss/NIDd0Hf0ZDKIC2KNMhQpY/vrymM+4h5TmnVY1f5u6tvyyBlLBrEc4VwNWS9ly+4woqkfpRmYxg3XZayl5L9dJ2/hQ4fd/L7kOCvr8C4M98wPS+5c4JRBpKlysuzUQ8r/gCb/Q7+ELf4I084DtywRvZ0CB4kIaNRF1DaLmkUe2bmv20R3Q8qenWfNRHPOKChoZHMdMOT76oE1SIE/NNerlsD5Bbkxe6d2gXaBPseHRAp+houEGQGiJsIdnQAblAFdhg4XYoNtom07q45KbCTcxAn4aWyeDkORjYgwuV2iW7g72OPRSOUOwQGDlVlteedKJzLu255cLmBH0S3anFsAXgI9m+lXrR3AVrWTl/JPjbcJJZuX8cKvmc4WYRq6q1u9rtMiUqgLYEtvQnYLa0yeHrkQb7PkU2tfhVG2q+rQcHYBrtRcEJm9A4biQuum8G5KAlsUeyIYgfYZ7WTitOBYYxJZHOsA1qvQs4lpV9NXcAQRnvztWtr4IfT6j0aTWnUEd6zalx6oRPkzNbSPNmXUnDTHXFhapg6+y0evSrpXu94+ioekbvhV2FmWOsQRlbQU/rdS9ulvVc4/baVABy3A+q84HgWNwpD8pajIPYpJ9qMI8igm+gaM4va3Fex/m9AlPFgOSqhqiV30QjJ3E/I6S5zV7od0QI6/dPwK+OXZmZoO9Y/RwXMqxV83jSk+e5kOMKeFwbxkRzrT6mVHPTeDrLI5+1xGRlV7ysYaX2oZf7x3Pu3WHF62Lm2vvysM+FHkNJ+bcKWcOuAZ/5zOmO+8AM7mv6Gd92BSl+797On93X5T4k6PvDMFsVn93SkYuRCx0duWYC05B5wRUPuOINLnjAhje44I0IHlrDRQQXcRt3vv7tvsHsqnjaFTcVXFXwqAY5KBZqE9uVxogY104AY4Z1QG6Abk6074WZ4EQEFaFIsRmn4mDC6mWggVt/xy4XdO0ulrqhCWGSQyYtQm9qRHGcnPtCT52jCrOzpWqaJD2HuJ+3t6fg4hnHKpWL7HqLekSKroym91tubpqKXIzA1+guth/LmWK5W57FxTevodBvAnsQV/hS02yDaQsLa00hrpClbqokrsJPSKyTCFUD5BPhmZwUoLfR9h3hsWC8c8R2Yz/3gTD2FF3zZhIudZz7li+kg/kg3s8sOUEXkuCUmmZDAJKJYOKmSnBZtd7x/pkWQjmU6EwcVmvH0RbRKl4bRCjHOc3+PzoZyzIRPZnfkUjKfufYZN4IYsjqzjqwHWNwL4hM9sNEYEe9asPMfknsPU/D3gM9NdUzIDqDJ5181mH0UCJ+76c+K9Ci1JIUc0eGOOEjRcmMcI7Isiy9q0919ktt07me5kduYKwAWvLTMR1OnwqB68oxjK/SEKyDUuti7V0fczHOZj/m5+KGVXlLmlBY+9mVh2NJWZbcj57zoyRKzQ8lvyK6H2Hf16/nuiWCUqBYhyqX7dwv23u+7qC9j80tYxuAh1VzvDqOY+zWdfm4TkUs79bIx3/P79nx0CTbaZQ4kPJ0BIBnkIgmKbgOP28GIg8Dc6zfD/8SN859rvvPhz0Cq7M0WfZVeD2ty5z+Ks0aFidhdfKfOZJnIv+vcZ+G9s7vXfchQd+/CuCPicjvAvAvqerzsijfM84WviMHxJckKecnumETh0XS8CAEevbvzQbj9IlJjTUAvZltu6sKNgHedkD6ZhtpF1CZCnk1Jkr0RXB09mYEfnfCxqQeddxgrHD+agBQHVipinPwTFGMALg5Tdq0A34fbC91o9KTcUtwO2oTAdGDs4fk5GkqF+noriHy5gpJ9lBOE2YDihFwdWLJlNg4mC3EDeFrnGoH9VQ2YwI3ciyrpka1m4oOa6caNohu8EuMAQCq9sXAOFTqIXAQg6TR/NlMMTTwSptkIZwDKhAJiHfYZg/qyJGb65FcqMT4RJjrSF4MJ7IelKYCSJeSqAjuMKQQri3BCNOi5teqqXOQcxYXMVZvFxnuv5ETxzbbhKYevB98zEY8QfSgwtvajywo3pRaXOHjgeFcrDdamn5S0qzEeIKdDVvpH/p1JAGVfSPYQL54lDNXk2h8OfjN3aeHLn3WUVkSm3gZiOU+EgkrcDceaIw+oeUV89AqoKsQeiRXj+lp+W92PLyo8WW87+xjdpxLJSxbRTP/Oe8Y7osZmWtfmhGAzvWusLDsKyXNAUCHpES6rvVtBAKVi58TdQynNkEWreglHfyq8n8pZdHBzw4T9ZBa3Y7u+eVy0E7yYx38AJNzfajfu/rVctV+zb9VDHP2uzc/LYscy3mEaF94JcN8uUbkzDuf3KtjkeM91To2dTiEOwNUtTwv1ahZy3IfTLHT74MOWdTtLOTz5Uvgew5PZ6DH3+OtZ538uZscUyyje3iynh65v6u8WTOuCsf1E5F/das1O/3yMPT8oO6z+xTdBwN9qvpnReRXwazT/3oR+SMA/nesVxtV1X/9Q+X9jXAk6ssEB0gaNjRs2OQBG6646BWbbrhqwyYbHprgoQmuDbj4rwiwFcJ5938UE3yCQrqLoDWbpLt2V7LiBI+bczA7A4pbE3R9Mj5PoIosPpALU54G+ebgopWCDugtiXNRGI8N2MSVrTvBTXHJIGQDJwi6+GmhIoCdQl1skyKdJsaZNuFurnFyB/w37RS68XDftLt2P50lAMyl0OgON0lxuBwmjjUqXJW8z+V+DVu0T7RV+AmgzUGvxdcSmvcE61obJht4v62YIAiRQQcl4m0ZBDDv+sEBIAmroJBGgi5Ea8/JucX4dm7aTAPVbFiKxX1Er6Rrpzxudbn52NcGSSwIH5dSyRXOMQXFLOsZpYhpkq0cgthy+aMj5xXKDa5ug5luzO0gQhebpcoQm/U8nuFmzY4gbv69ZHuitG0tw+Q39Guhmp/bvAfiD4qNz3KMx7FKknO6lTkRHgmaRoIz2yDrOwKFCn9qGY9k93jAESHjD3uCZkMk4g0pxiGKhY27ywDS+ueYBvMkgA8+o6avPXe/54qUpNQOCMFk7UdPU7O9pGs5qyprmnqCkab3uR45niNRWAvi9Yv38Vm1zAwdE3qpn86FYcDaVGd+BYuo3k7yYz6lht5NGu0/+sWwm/1qO8XaKy6GW5eNMpZYxsO0lAG4xRhar7bL+Rarn3MExTPQqLatn4Mh91hd57WdEMHLNq2NPBiJ2DKuXpmKwo6bm+dWEpnC56zi33GVjXCqgPTxvvPC3fEq+c0r+XOxxhX/uXCVUlrvntVAjsXS6T3TwvA8l1Um//ltzlknkPn/s/d2Ibtt333Qb8z1PO8+J/mn1dQaqSHWJJRQS2vrhTQWbVEKQgVBET+wH3eCqFBv+oG11oCCWBACXghqKRUUbwSrvVBBoxYUK5EGrDZtbEpjUmLyzzln7/0+z1pzeDG+52L8uEEAACAASURBVJrreZ+993vO3ud/9jxnv89aa35/j98cY45BmPfhPv/oe1t7aD5Bp+7jnb73657TZMMZwB8F8COQ8fPDN4IzgG8Q6CNI8zBERT2BaIHZ5Wt0Unt8ZxGC7CecseCk9/dOLf6dG3BW/SlErosEDUDrgQVIuYGshHjrQMdJnsl0ZzKoEa58wrWd0HDC1q/ovKLzClH2ooQNANvUDGg0J4qUgDBNniSgbcUFouLEwNoCg3krkxqi3xPARkSy378T5SLs5JKJcG7KzTNxzVVJwM3BHysnb2YqwLgbI1Pat0CeLYJpkbPN2jdEffaFUNuZ7DkT/YSsYTFvIiYiWomtYUPi9NX7wWBHLiuhrMY8/PouHo/j3tSKKI0RJOPWYm1CTpCMbURorl1Q/EL5iEGuIPszdzQIfPcTVFvuyFUNsLGFW5oNLRErdcMLkcth82MjbHKq2VHMuelYGftj7nMr1tTPC8p7P327pfhjVD7iJly82gqKdvszx3z3rAqEKmkyeAf6J7VJZR6IyTTfrD4ZvB9xVOLtYG77hz6kEfWuc6mXeKZVcKxTTt/SyGLP7AucVG2WgtNPlgfXfJHadFQj01O5M4N8p9yF68M43o7qNHc+AaIuk6nwVn7T0h34paVsTNPWgAg2jtUb+U38XPy/iDkmdWN5qR6e84FpmRvW1WTvJk5KmIlT7g9odCUsB2kZRsRY8lmWwo47cU5/XNuyWKq3xZh3STOM8twPmN7eZW7oU3lFj8zDVc7q7fQyhDuuw7j77OGY7TS1HsflGtOa513VwdybZt1R9cvhnvfRfejuOcU7fwzA74MYE/wzAP4KgC+eMf2vrSMQGr1Qo+KriIbgDKITiM5o9ACiExovaDgrwc8qAscxwQhlY1AJQfHjEPdsEC7gpntSA2GhhhM3bGhgnLGxccgARgMTsDJAbcHarxCwKJw7MeIu9whjT9Klw4GOkmAkau9F26ORZUbabLrYLBKvaDSEUymSBhdzEAH3Vr+3F7bgDAauSmBtznkMQ+DjcxAydodNC5EogLgrZ+DNvgOx8ZcTZZBykdLCyoBb6sugROsfPKwUzzVBxhhi1O0iA6TMDRrBk500m0glw8BSElXJXD+TbVQQFcRH3bLrSalxrlsJkbmh9UzTgF2UVE4OLbUlbUBml1I8F/Mz8dgOb6vGDR29cJDtt6FpXzeHmHaqfEIbyBIb33IeatzPAKCkaaofk88PaTu7pwSdywd+WkczQj2Ky+RvYSg7c3N6Cm91stZqMAU6GWAxRPgtfzFRPaQQXblY4ZT34OtABl1eskI42MGKhckcak71kfc+rXvu+7nbh5lBmViHKpDap2/hagvt4+wB5QiQomSDghaKGLvajOKlmYbPSw04hZ3VJMHSCdCaOyu/9uYUDNHw/Dx+cTfvef0AXXe9zclDHTXD6DcSwybamduHgcThi815T0DbjBzHHPQgMOeR6zOWLu9aXFp3VuZUgMTd7GVPyr9lTxy+1DR5CHUb0BzdBLuV39zd6sGn+7juZRJ6B25Li+5TyrWJtXoftgLefXq5nDS0M2Hs5/24qmnsxVrn0JFTvHmapWS3luA3cB85fe/XPSfo++cA/E0Av4WZf+EZ0/36O2oC7BqJuGGDcvdeiJmG9ike2ic48QuccMaZRe1J44ZTS5oddf7Z5iLwZr8UNRJRz0ai9KXrtxMtMKPmD3QGM4siFVrQ1OTCxhe01rCpQhdWMUi0NOMFNcAAjoGLRg37E8kAZC5/bgo2KC8ymavAKt6pRAuL0hWA/e6epdvtpJ5ZQB/EyLyX3e9gdPVLpJDJUbn/gbtBd/piXkQWzfpghn767GKhBRYG0IKBpQQxvE2LiXdPoxoFz6YfCFlJCWnZtAtU/LYqmdHWBzlgqADPuJexReStyupj8G7C3XSflALD40ktBfyWMCDlaEd93V6iAtNmdxsBMZeg40vEx2Z+QmBbmmwdauPSaGWbeppfoekICHwufgmDWtP4z87Px2MmtUs0AHoXiJFE/hBcoxQ5hqqNaw2YDGGb6K+JfhVRMQrw0nR78DkEISeYWe+YDndEycIS7GTfALqViTiEyfKBj+QXd5szAcYJjlvpKiGUmzMB4zQDR8DnHAqvb0/xUMIixR/7qdx9YwK4T7l51h5eO0cI7O95CWF62vSCiFeiDpRUlqc5dLNUSdb7meH0L9vRjdK+hZ8cZgFRr3QXePe0d77N+WgzMcUxVMoz9eEtR84dzzsgQLJb70a3HPbG4ZuAtWq6yVxHT3NnKJ+tqdouIQJs3+edHQcxkdIkUISbpHMEUeb5WTtMwsTW9wxO1pwjzcR7wH4r3JhOhmE5ZN2v84qS/caRAUTVI5/4Pisf+56aa1EbL+/g+V3yaWWIm4K0ffivapH46N7VPSfo+1sB/LmPgG/vGho+Pf0aMF+V2GCxy9c+wYITzvQJPuFv4RP+LjzwGS/oAS9wxlkJ2mYbif1jFTZSWs4JPRZxfjdoDpmKoheUsRCwcMMJLKKeMD7KgoUXnOiEtT0ox8zu0akIpdnyGxcisi9BsMM4MEkcVJbxTQn74DFa7MxtCy6dEUXBneu8wk0vgAPYKfevs2iA24M+Rmif1BPaItZ5LApXT97HjdYIrBSkEK/m8mI/LupBtVTxRG3XDEQsnXSK7Nrp1F+Nb8CUB1HJQ+rgm0zGlJZKNkbvfVlBWdTHeGq2rSjgY7VTl+7TudoTRnoPUCd577fPAhk5WS3ivPGQ4VnYgYILjJK3pBNybl5h8LPxzN4X6QRd+4ABvXs4ElT25YYfZ+5Vzm92Vi/OR2Y+USfzs8GRiEMN5XeJKEEZjxfcxpgjsJjxbvfXKIMcya/yxxMBSSbEXuATyGtJEd6Bn5HAsSZYrHIwlN6iCWein7ndE/jx+61wwJdJbwdTQ9jwS7xHFR33jMD+m7lrJlUw3lfrFNoqB0luQ4WYucS/mxL9Ju1gZb6XHJP+t4OxqFJJZHzGB+qHuPMb7n7dcjI0ZX0LN5+fkn2+70vpfh52cThN4EESEwb8arPrOrk7SRo4sSR/9vwcm0d7N+cm7kPG/LUQGTRQibbrimk6s/LU+h2OW2+Yp0f2jVTc/54wR3nl+GOIDNXsQAnTtGLPe6rMNb+xn31X1/+OFOgk2sFLNOkNo0lSj2XTUpHvvYp6pGwfgvbOPX32zXHPCfp+CsD3PWN63zFuwQnf234dxCLcBgFaJywQkc4FJ3yKT3HCggda8IATXrSGMwlYC618wsEDhPFGSvsbCASAtct2L3b7FByaeB+LmKcRpkKcP2BDR8OCMx6w4gpGxxVXsQFIXQ10d8hBqan0l0nT0dOiYAtAPVfKzoizru1g5/EVoBko7EqAZE7f6nGQOZEE9L4JccoVEBIIne1CeQJwictnn6TARkqH6FCI1nUX6yxiRQqo3M+SSpSZLcYWj50Tx05kdNc4aX72TC5aV04DOXPkMhhjEHXlrBAqh05OUfekgBA5toA3mObR5tAOg58b4HBuXlOOG6FxS7BO/ja9fN96E7MjqX4BcxMnUBvSeYeU65e3Gr9BWUadPVX+pHnGe96SM/nTNFwmVsa0n/IDM1gnatzpCRCBNL9HGpaNG+d+OktYgIJOSQcwptKfOTjnNi/Z47GLz8onfXaiTX3Inll1dnAKS/oUJGUO2ygDnwRScgtPCFZT258JRy69M0aMlKPkGagl5S07EMfpKZRmsIbN7Z18gKwsxetX06zKPLT+g/INSmEz6ZR6INU3+aXDKsbYLmlsqTZmtsGCHNQKp36U8qVE4o+okqKtj/zyYcqX6ZdNsuziKRoy0Wuk8W11D+4V7eIHJyzL0mhZfO+d7XPjCJvckUrjIDhtOjuKSL/5ZcFzuyZQKptE5vounXyclOHWDsywj95JWUrr4Mj5npj2vRrzNristZqESIB5FiLa++n0j/wrJKVduL3/uI/C+6umMfbJrH1ymLqfzQFq7B/7cE/nVziTvPNO4fYmMurYfqqtI48PQrzzRl2/091zgr5/F8CfJqIfZeb/+RnT/dq7hgXfi18DgLGB0cBYcBazBQBOvOBMJzQinEE404JTE8L31GyDCXCXAQVBbeYRwMrlWxHG2rsRf2x3ksTkA9TMAgAsEHUr176JCChJ+QyMgDtW2pyskvt0lje7mJeAozhxZz9tjv8sDSCMf7s5hdGsQgZ19tWVsFh4BjiehfPJHkc4H1GOHWGYT9QphbEKUl58Q8wtwutD2i7Nyf6UCFZOxL32fV4AxY8cQIU4ki6sDPAg8mJmLwCCWAQODiuXzUaInJbjO71h8TWlFoCOlNAwbaT21nqDcfGaKehh6NvidVgsP5bYC8c2I/GsdJWD15qdboc/1G/JxJZpM9V0mlUHFO8a9kSI9keBHwruou9yj8ahS8B5G8PZL0KEX9c+ZmZQa3L4QJZ3JsfIVegTYpywi3MFDGKtYwUt5H49yQpm+GTSAT4vTHTRFhPYUUqFXUEKmr+JFWaehJGnFoucW78j1tPf3OzWL1KXrbTlm7qAo/E++oemzSGUSwXEemAjIt8F9rC0/5ZrGrnrXx7LYu1ZV4/IK0h2L8eQfo4XP6GH1zeLIedZ/AqcZ+3/tN+832777VfQWX4jKLpFv6U0h7ntv74/lqTL62z0StSxXDoPdnmJWOgMAMaYkLUsi/nO65MkN1IJ43ABuveZRErNb3+csgcRXhvGZO7mFWsCWkyGnuD1fW7nB62HoqhzgDQC3qNRGKv87dLPwc7YMrM0YnTZGjczvRD9zLu8ctljf7SwYy7APr/YH2gEYYf9TqXkWfXarVn40X1Y7jlB358H8OMA/isi+pMA/hscm2wAM/+1Z8z7g3Znavg7T98Sol/VJYuR8piIC+y+kvJVCCpaJ84PZQEl2OS7AJwAfluHAz1mM+XAnggBqhaj4QEEpgVdodoLdLV/x+W/DhZOG6tQJXXNQ/2dsxYEAxO7YfROZl59S5sG7QBc1/Dj86YaOgkBEJ1wNQ2dkpOfgssXvd9HSo5awxnm8ed8Xi5hRIHObEPklKZn5PfFhGA88qtbEXvH+gsAOUkWe27JTpf9czSqSy6buF1LflzWYeMmjqeIwjUzUc6morlqRzFpWnWzIiz8sga5AyqilvZNxDklnoJBDpMcjaHaXtXPxzc5CGrK5SRFYM63JLhmTm8JSkAQmeunX2lPtLVdd1ZA4u0zhCv9ZQ+7j57kED/4CQKQrN8iZYMfOkh8hnB8CvCXU2UdIWkIGVc/wxBfK3RIs85PJhrSMyIAyBo5bZzGwU3ztcju+Fl6TcceQ5TpgFtdTRzY2B1LJWQzLartFC2XGx6Qeyph/8/KX+oyOgZGIBdkzL4NpHkrgcwccT1OEqu1MM7JIYNdHP6ez0DduymVqGc85xrpfDdAmJepJF6b4zM41qCUnwfMz9axtiaWfsF87Ke1r15qo5RF9punSTf8ANpxVXOA3ELkf+qzkeMlHUc3sKauZbG65a7yfhuvB8g6WpTHRCaJzLavQchHs9UGoNQ3uaY2D+ewxMYrlfjV5Z14tu7N4+W5aO05SxmA39+dHfrYCvfGoNCLesT1mtd2nwilv7MQx9zC0m/TEoyp5/6rvrN6jDtStZ+XUwGgNl3TzjgpUeXHFUksnwZVhHPMLdbivGbm/O7vxw9BvPOb7J4T9P0MYoz86/rvyPEz5/1Bu4cG/IZvLT7VOsOJXrt/BwC9k3PyNg7xzM6iWVO4BuLHDIFQrLBJ0+mciLz0z1wQ3nEl3W1pJeKhCkKGKgWBaWZKgR0kxr9Nw4soq/w1e3qr+giAi/pzpKDmFSS/ze3pyd1CBjsYzCSpvWe16vptOHXvxLFo+c4+SnjPWi75pZP9TFDUNPd+xoGyNiWQnrIZEafPZISthudYruU02IheE2gUTavmHwt9JTxE6c4CszHYaFFOYQNRBnoNC07+3NCw8CJxQVh4SQKfJsYZXGMDfEQSw8bcQlaOOPSw0i0gUIsya62k5MPhR4MRSfX80/yQ3r3LaKCxcweVpyEuKj3oHTrSyDgaLZHQuNnxENdJFka6L8c6r3Oami7b3ExlSUCu2wFEIigtrh0WAcG/dtuOaQz3JF5q882I4B5vUg479ClioMXEOETIunubym/bfZO/WYFMFro2MicT0GObz3qjuiBmYsH092QzjUAoHL5BTDP7GZDNBGj294xo/AaMZiGGTKyAGj9Vwstsz9kvtU1P9WLU55ymNnhVIlXTzM88y38oSxZr3k+2g+fiGGUgpXKWSUjaYzsuUCj4GVJN4vGTslg76VZi2nCPFJ64+D+R/w65eRliNKcsk/hsHAyFdMBYp3kayX8ow57rtwcvMmatLHtf37sOWiB7HCt0eYqPtq9X8Zm2/20gl0PdSvt23se5BIjNEOvtykAH5QgqocK4sSQR4kZ9fKrOwSd2ecWXeak/uq+De07g9T/gnp32A3NE9AmAPwzgnwHwAwD+PwB/DsAfY+a//hx5nBvjh3/VS8SJr0ykjRvWTRbGlRserw0b5Pn1Sriw3PG6gJzos/t6GzNW/e3M2Jy7FxtBpk3NDAQQ0/YEACyidLZxin0/SdP2HwGesqAJ/LLTeziMk7J1XCGq7zfuaGhYiUC8YFMw6HdhYCYhRAiugxW4BACEATxsereCYff49oCPPW64TLzZUrgns+V1IMq87ntAyLtv9znyfOPZUzKiyJSyqLFfQyyxzZpyFrv/1PxXwumz00HsIpJxdyeBTTsEYAOFxt2T/5qBQuX0KVz0/wgC9JqKojbS234EEIudSQFpxtUz8WL9JQIxC9eRQvmKKDAySABNe/hFEDgmxpm5eY30G+ovpXi5b2JDreSZww99cftnmk5w6WJE5fjG5HA9jxbWpiQF3W2cOwIMx3u9Mkizu0BWLwd4QOGqsGYYnOlKyLO2fZChoSNWhNKqCKcTpGkO2N0qOYqonAwvn2WNjkZN14wcUolJhpY15mP0w1MaKffioHkNrC8oYfN9vzH1WG9GX1t7coq72JP8gtzeA0IclEL96Nhvn0+pxAG4ijV57/d0XveHOSjXkMpuXU3lHLUU7+rDETbPQwN8c5iQQ2XCXdfjkt0+XCWG9Un3YSJC71331Dlx3sf8SjpjeyW/XVvua2dlmIlYj3Uf49vBz4xbSCkmzXvtDvd0vCknkJPfVGy8lrG64/wqkK2qZsYxMSt5pblm+dQ0ZpBxn+qsfvvxNtYhr6djaWSNrX2ZuXj7NI9ym7fLPe7tqKeP7rncs4E+Zv6dz5XWV+UU8P23AH4UwM8B+C8A/HoAfwDA7yGi387MP/2u+Ty0DT/wPd/GoloX5IS/ofeGdWu49gWP2wmPDwsuW8Pr7YSHhXDpDY+bakFcCY8dWFVkYu2MVcHeatw21u3O9vegyrDoxmPKMxbd0ESsFErwSxwzU+02vjgmPyvQFPApeW4ANhbgduKOK4sx9Q0nXPsJGwm3r4Gw8gqiVcXBlOun99uE/xf3/KC/VaQzgz0VD2UFdwxkNeZCcJsdonyumUiCslKFygYTb4vwQcYnkhllWeR7l72IEjko1ZJMKgAdJqrnNI0hAeXy1Y3RSGykVVo3GOfwKqhzzt6igGxR7t7ivL7GJ3tSG5IyFhcsEoolPR9bmvpCChhJLey5H3z8tRaigJJnBX4CzDRdbYDMyWuJHsvAz96dfKIK5nLTUPLbdQuGoWHfeO6X3zNXDgxkTfE9h+cAhaCI53mcAObhmILh4r/s39gVNMl9PlXSk4hP4bDleKGow9PVjds4eAuai6NbOWL25X95VjWfo5yIxQbhsjOagHyQK51xkokJ3UwVUCYuK1EyN64SVH+m/2kMMol3C4yYWKaV0/4jYJjue1Bo0gcjpDNiOURCs/ilDYoeA9tBu/pRWqdmpbeDv1HcknBQ00MWGvYtOfoVtDW4Sm7un2s6cxDirfVEDkPndmk/wS6p7jvMWMufSeUjYpiApCQn0szhpNl7Ak9xx66mVfObEt5pDM7uWtm6v+f4pTHC+7hjOjuuEjOIOlw7dBH7C+FQzMpte/AEcMaoGePNVuPB0XG4p6AEHYaKMVbtzI7xZRdpk7ixt8ziR3lngC/Posqdm+eBSYhKn7RpSQE44DPTC7IiV/HR3KejaYja8jm/j1Du6+K+MSKWB+6PQADfnwfwu5n5cwAgoj8IUUzzHwL4h941k/N5xQ/9wN9Aax1EHdvWwP2EvjVcLic8Xl7g8fqA149nvLw84NX2gM+vZ3x+XfCKTmhbQ28QziCZ2KcAryszrmrHjklEPrMqexHok2190b2tNVHLcVIi+0Rw0xBCmKshdk2HE7HAXdIS8VPG2oFOwNabg9CrGn6/cscJDVduWB1sEFaQAzVWclREDDvysXMIkyk5xMoFdFFO5foxe3iAi6rusAU2E+EMPw2dvme/cZPJBEgiqt7UpWR3+iHdHgdhv5qS/6sbiHHH0uZBiVOn9/WIRIyzYQGRqfFpqk32pIbG5buJchrwIxBOxuVTLt6CpuKafjPQxTftO5Fx/6AgEcH98/AK7LRKBuxIv2fQV4Bdeh/9BPwwqBAfaRN26j386qll4WlBuN3R3hzB/CeDNKPTARmxJ30fwZ/NzxJfuz9zEnui/bsCtQzcjLtp5yB2iJBhQofMY5vXY5lJ082gTsqRKqP9lo5g9Gs0rxAWQJhTaB6SYIpuQqzT7Xdau9E+r3hLICk5Sm37lDNuORKXb+/238nWrzJKgNyrQaiPa0zMdTuwimGp4WTQpgxTGjvgQDWefhpFM7MN1L0bFxh6Iz+pq4k1ht/exMDb51cPtuwp1up9s4xtBISYZhyEzIFYzieLfg59ktKEzpEZ4WuikmyamYfcbGzvCfm0Ru3cDBjs65KLe+SOoFYm7m8Bxilny/a1txTvHLmeRyV7U9+ZFsrILV2puDPtEc7djjuvs8U/hpu1nHiLOmQOn9FhR9xQy+Oe0tDNMu2d7E23+++rcG9BrX3HuK8c9BHRfwLgwsy//6vOeyjHGcC/pK//ogE+AGDmP0lEvw/AP0hEfx8z/2/vktfp4Yrv+5G/CjoTeJN9ol8J6+sHbK8ecHn9Ao9ffDdefvYpXj5+ii9ef4rzq09wwgPOxACdcekLrsxYumxCGwNb71jBeOQNG4WIJcjU3gsvp6PhjHQWyIzW5I7ViQhLg9jwU4L75AT2YG2LCdwIq1KQGxOum5A6q5bp2sUI/NplEbuSKfRoTuCaSCLAevovKcR37wnL2YmyDPh86g4ETRU0KOSsdbB+C3tcsStWEbI9Jy0n/dTSUQTIsN/oeLdXCwFAiQAeAWYuS92us2iHuNC+SeXZ7uSF0pb4XRwc2l09hX8G9eQbk4YDTLeniXsah89ENOWbEvotuH+LfjOQ1nQMzsCdAcLsJwEYdrORUhtGm0jfGhdRxiCV9naDx8kvumXv14wuN1LfB3ZVoAIFPfbbEpBpCKzptKMNTwTgG/0of0cWm6yqTayKNpsawzlrjYHeIp43NCSxRmbipAIoF9Mc2tick+Bkd5M5zS320ekz10Tgdq1tcSVB8rSPbvHty/D0pn4E9EYYPAOX9Xmfzu0SGEgCEoevp85I42A2zy1XHyhDvAhjUP9NSBx2kUQpq66p6X32LGFyHRnM22G8ozTl+30E5DBaSiuVdZbm8Vwq5hCcRruZGOZRumbigzGmBxfTNJHsWf3iuO+I26djZVder8mufu4Xl/WnnMKniPvjGf8ubjamkcoyK+ftMuS5fxRyytEs8WYx76n7vszZ7wjwjWXdly0raQFGcFXH/HEaTirxbQA/lntelmMA+9F9+O7ZQB8R/d47gn03gN8BMeT++58r77d0vwPA3wLgp5n5f5/4/+cAfjOAfwzAO4G+du548YOvQQvAG4O2DlwJ2+cN6xcnvPjiBc4PK5Z2Rft8RSPG2klFJwmv+oIHanhEEMGsIpYrd2wkGi43MhMGRmwL834BhICnuoQQAUsDzgQ3DXEi4NTY/U8IToPdGTw1KdeZhUi/shDzmymS7AAtTbgJ+q0DOGGBnUovdBKRT25gF/7bHJiI0KiTtW6KQVavEPX0X19/KsHmwMqo5/zNxM8GsZUcfw+85kRY9bd09sSEpX98KlhJzPnCus/f0gsCikr95E6nPgMwZS5ZQyexmmWY3e9TEdxmY4tCkctCquIlgT1SMCYHCRoXMk6s5na4AIKHBYzTnIAfgvtnz/m+S/iZ9rFopmYn8bmbfYeXQb2j+Rgimjge3VMANQd0CO5apsOtkqz5OOcsAT3/53N64odI0/Lr6d2q0mF63AI/NE3UlLk0JsdgZESqUpJ+T1Dfm/o1NgFFKZzZpNeZ5w1ms9ZBJnyWpnt60kgNqsCJOBEhHOkV8c5Ys8YDmDmUCaLETLW4S9NmB+RS27uPc9BMVDXna4S8pZn82X7Z/STYXqQzEglebF7PYuQMteZIs1TK85usgzfWG39j3n0nGsPdeo48bsWb+cUZWlYmdIuYzq5jv1Y+FW/sw3G9pRLOTC/MuTWZ130MUGzP2hPeeX/Yr/uhGMbKM1m0duUe/b7+RDoN+3X1+7LytL9vlsMIMGeAk9LfefpPmY8I36PSFZMMk0DH5RpLEmvru7T1R+2d79c9J6fvP8a4g8wdAfiJZ8z3bd1v0d+/cOD/F4Zwb+8eFtAPfB9wWoQOv1xAj484f/4ap195xPrLK9oiOuxkNp3weD3jsi143M44E2NZGKc1TTwCuIsYpeq2RIcAQBFdaSouRgMoUrBHJFw+EsB3asBCAuhOxE5YN1RdeGb0fQOjs8RfmHDtwqsz8oyMY6LaMzqLGGCnzFlq6ComKHbeSEwVsG1VRnRhUPwQLt+xwfCMRETsHPmfO909Q/vW7aBZalWcDWAFZUbYEVx8aCKaaG9magGAnCIbkuKwpWd+5Db1HPHNgwAAIABJREFUqsbO8b+F497ekvh8xidcIHdUTKeniWcuFKBQxDxZARw5mDNu3aLVsvfWYms1MeMsqkmqedWAHVFcvjcQSJwIxmaboW6MhYY04mrPO3LiLdG/vk9R9J0QqunOHWVwRv7NCFq3k2cgyMJram5YffaP4tk4hgYGOyV7hJxBqInxxDwJ7Z4UoqC5bcw525Sq+TggCFYrQGqq0TXWe4EFmwSoG46hpn4BMMMl+JD6LbgWVWLAgx670Y/LT3zm/JXLWNopZSmADw5qMuDz0EV0cKxPvFubx3nEGI9T6TJxNqs86x3RvivCrFi7Yu7C06HfrXhpqJXyANZWDU9zJ+r6eASectBYe/PxBaZ57dr6sAQyObkAu9izxXW94/c0oV2djTPdYw/a5Jgrdny376i9Yuwe5WdtR+NnPTjb5xdtfaOch2nCzffMwx9BknGBC3cPFeDbxi7Ne+JS+Z2V7ajU946QaIHjMPdw544Po2+X7KP7+rjnBH1/Asez4G8D8NsA/HYA/wuAf/QZ831b9wP6e6Sh868P4d7enc5Yv/8HwacXoL6hXV4Crz7H8iu/CHrxyzi/eATRS/TrCb039PUBr15/ghfXB3x63vBw7ViI0ZaGpYuAVD573LBhawb7TAzExLNEsLIuCULwLQ3+e2qMkz2TAD+irA2RARagt0KA3tYVa3AsWgzgDAJ1xkZy/8sI3g0iatqVAhRRwi7AD8o96mL43eSe/BI5EggEwEn9eJx+ZiKJ/Ju8Hi/61d15bjER7eQxzJOpzKkf38AMPNC4EAeRHJrhBP6V0zgXrzSenIIlB9qShplfIFAobBnEO/2XVKyT9b6ogju7p+d3+8iAG8V9UQoxzUYJ9KH6OQh0YpBdmYtxDfM4JgcKkR60rhkwZ/tpTwmQhUgxAROixRLqJUYdhR02RMmYrG443bBDBnOeNkeWdtRh4NCAIaGKbh76aXphAiLXw6CV5afjmqiKq3mqNjID9kq779W459kWgmu1/SixKkNjZ2pdipykTkGYljuEIPQZyHsH56J0+uL5lamfSzJJw9sl1Yd7HU4jUPR4uccMnMAL5Ry+PV3sf59agYLrNJT7PdJz87yPwcokBYtRRuxtFwcPt5Wd3AArZe3mqQgngJv1eEqEsQLno3A3eT6H8Y4AQaylb5gfxR50mOatcr5xmvRkmhHuONc384tcn3L3ga3qRppt719Fjqd5+JZ3D39upDPm5bynvrdS+BDu9H2TQetzau/840+FIaJ/HsCfAvAvA/i3nyvvt3Tf0t+XB/5fDOFuOiL6qQOvH2Jq6J/+aqC9APMV3E4yvR5fYvnkFfC4oT08oj1cQKcXWBYV9aQVRF24JeCgCPXHRLMYZixdvOQ+joiiCDHUXCMfK2HHKuqFpneSjIYwgjM9EwAzLN+gd4IAtMZonVQ5h4C88X4VmH0pMSLP0mWgcgCMyhpOnzORJeE6duyHI+fp3zvJM3l6lOYt/3vBZd7ko0+t8fcEgKWbiWPW/xlmaqOKg1H0q6YZYAblPX+3fHe15Pyg5UwgpqVsqYRLcSmAiIXLW42Mkzx+ovssXgC7cPmOXHYjR+VpsJfKRAa2lJRLeafqeG/Q8FtMFXhXZMhEXp+x6Dl9f2cBwjnNJ/24lmkPx5LfMK5D4UUuUZRw1g5BFEcOGRrl/EY/TymXI9Uxj+GaJie/IO/G2o6N/JRfPMfbfOqn1i39sm/Pe9wteYEph6/Eu3NdvDvc+3bD2HivbpyVN0IecsZu+b29AYSU+jun8GGn+W5lmQHrNLsPAc0RII+bym/vqsTDLO/5yLiDj+8g7Sbn+w3KSW8wBz66D9Pdd2P6mRwz/2nI/bh/4avM98AVeuqG//PkZAhHqUZSldJMBHS9K0BGaMpC0gD0TkrwCjHPCgxElMxUN+yLOhKQDaFkYiQWjegsDTES166lzMn98u7n7Eq1M4JT44Q0kRPRpqsqKzQPZfIZBqSy5tqNhT0I+Ta9OCdyj0O+c4ZDfV39sSXPx/WbE6SOnD3dIIeVLOc6cvLmMHJtvFbat/F9FD8bJ9VYr6NwR7UD8t09E/0b0xvTdM89drhJUI9lHA2YjQCykKO8T9u3x3G4DhlOhzJP8klhme73q+1UkU0GPfu2zz09Kbj57cDMcbwypojmQGg//e92Y867MXH0OubH6efGkBnXinuYUTwkOgPcR+7es677ymDPXxcAeK+7fwXfxbzRFsOS8lbO9vij9J8aPllE+DDMrUODN4wXW9Ab5nejnLGufbVpHrl3WG6eBQTdLnPet2+HOvTjyhF8WxeXZ94tna72p9/nv2+yex8mG/4KgN/0HvId3Wf6+90H/t+lv58f+BfHzH/P7DsR/RRt2288ffbz6O2Mtq3AdkF7/Tnat38J+JWX6C839C/OWF9+iu31Gev1hOv6gEs/oXPD1sXsQYeBvTi1MXi4oGFTCJX1Mobonn1HAE8kokYJMCZTBJHBggBRIlUu081gu4h4bkxx14/lO3MXg/GaxgZ2zaIgqCBqr+sHEdCzHrPklcpCunMG8ZRDjxP6zbdqmqYzlNOy3sW7P7fbi3BC3DsqgfzfqHkuwzgQ1BZPjiHjJaLVzcDFCrmDaKkbrSo36cRoY9mVxZFNgwgQkTjS5yGKaKYIzExBRz0ksLBAaL401/NdPs8oQyRyvRghoqdpgfTshSPsxIlI8sRvAEeWiozHrL0TzmXzcM5hJwdpnMLl+30O3HhIh6uR96f8cjmtGTJQdD+SkcBDxIi3F2R0P6IkSRBznjVeH+Z5IdB2TZzyGAB+Fu/M4pzj+3O4I/HOXbha4sGvch/DULbFlLSPJM93n0sbzpQv1DX7lgvNmfcB1fflTCnV/RoHgWiJNyVzj8UyI937Urxd3rdvcPJhc5TG7TK+qekFb8c3jIcb5Yy+eZs0b4mMPt3jzyveaXP04A7iG7jbB/dPAcv5AkKJhnhKdPhp9xSd9dF9Xdz7AH0/DOAvvYd8R/fX9Pf7D/y/fwj39u56QfuZn0Y7NWBj0LoBlwv42yv6FxvWzx5w/aXvwatf/i68+uK78er1p3h1ecDj9YzHreHCDasCK6PJjIiQe1eibIOYsJJowGxMIIgx7eDkycTtndGJsDHL3TwGqAPcBPFxU5XtFPb6QCzaOJGAHYBLl/c1/YrheMLKXW33dQV9LPcOmdEpjLCzmm3gcV0pjib/ZgtQJhoNDNjvu1A494DHHGZciO9fLJ+42ZHSS4PBv3IiNRngDlZjzvI1k+dd/zV/7645NVpZXsLGWgNhG9HPpBksrJXKlI3Yv5Z+/Vkxor3nnrZnS9OBHwdx4WXmEJ2tBGAAhxC7TOQyB3Fet0rlsiMEbSqgk1Aj9OgKoBhxwlgAXf7NaXIYay9AztMd4t3wQ+dqk48DQDnnAApKc365fjA/9rCYhkP6nkZaGqfRdpomZSVN5CnZumNpZ050zvtQTPQd3FiP6m5DvVq7JNA74VDMU7IRy8NXMwFyq3Z5fXjKHayb78lZ89QlOq/3b+OO47EuUqPClXnY28CiimwSZiKc8/rV8hyCixviosclfS73IaU5ixdj/inwdSTeSQd+t+JF7FyGeVzcKNft8tb9b572fXDuqA5UQhylFtC2xnkzJ/Tr+weM33HCDW/gvlLQp0bPfxOAf+KrzPfA/aT+/rYDf/v+f7xzTldG/5lvgx4gdvq2jn5p6K8XbJ99gvXlp3j87Ft4+fl34eXnn+LzV5/i1fWEV2vD63XBdRPu2qqEICmKC12MDZ0ZjRpOOqFM4T4ocfiQCUPGxoQ1YYcOOBhsEDq/QfJyrYNMCuAI3MVcg9gMBK6dsTLjyvK8dcbKHVd01y5qimeggKNjQ+cN1fB6kOb2QyrymklAJwWZk0r4XEsE8MsyrOUYf+/2C2xednkIMYYOCf2ZXyZf45v9kMe7vZTXdBld70uyinKwEsuJOGYGSLTGMYnVqQB6clDQ0XSAtuhviGIfGyN+U40JTGIOxErEiDiMAGcdhCVtOcbFKyYaIEVupMBPB6zfEdX2IAzEEw9kIUvbmokKA2xxj1S/sZaHM1c50Jh9jV4mr2BSzRHkPRvcjl4Rzl/UmTtV+3mprXpE9Ht5YFHOkjeobnH018MOflbS7s8jwAto0nkP9Lq2g5ldYF0DpKwBarjESunbc1KeEzxAuFRBaq1Iy9abCL0DRxVaJXMHkTN27had+YQfkWlk1E8c89RKk7lntcyhzdEPDnYKXVCWgqyPON/nEeAnDcTgKZdwbKtbVYsyNC97LtsIVMb7ojMcUq5kHsSb+eWyvMnZ3Dgu5PdGAt4gcSDq/VvW1fuI22E3Eg3U2T8Btmp6IachsY/ztHh7TldZu8ay8b21+Ho4m/Pz+3UZmjx/nd+cWzb209F9QuvBOSCLeMd9+RSwvFWG8fDnqP3q3HhXzuFH977cc9rp++9ueH8C4AcB/FoAPwfgDyoANMfM/A8/V1nudP8TgG8D+CEi+q0TW33/pP7+l++aUb8sePVXvxdoXcQXGcC6YH39gPVxwePrT/D65Xfh5Uvh8H3++Cm+/foTfL6e8HI743VvWLmhd4KZSxctiYwFhAde9M6ekk66CzY0UaGvWhczr8M4CVvXpZKALsVThSwC6kKhRoiudbUh2IkdkG4QMw7XTYDeCuDCHStvWNFxpY4VG664YqNV/wnvj9m4frNzfCgg0WciMJuKjCLMWMi9shyRfjXRnbLrcnmn3QKY7xgOKZvGG6PQdyQHeRr1G03SiVoTWlC9O3txtQzB5ZC3ojLDRTJZuH2qjEcU/5ATKAIeEtXFwuEVDoxoXc0EKVT7Z9c+YJZxZpyiRQlTA0KmZEXMN5Br4mQjunTIZk6gXnlF52q6AfauIIwoKYYBYGYc0IOQZDQBdy4/KmPB+2NHyTZvzT21KqXsBgKJh5NLNT7OsU07sxlGVEe2PmY5AThK4TTMaITdwVwGbJzAE6f89L1zjEVmma8+jjjDJU6cQuPGcQrHXk5pi4BfMY/hgC+aJ/xB8SW6T3OjHBq7v/YULT4SH3UVSQHLI+cRVwCXppm6P59yF44dG2CApxXgLhNtSH4mRmjSDcN8ZlOgk9cMS0fnO2WiS9cpXzOyz75danvVtYioijiO4CS/x7TQnmFTKGUhArzN4h29R7luO+uR3EYBCKgGnCRJmrmE9iOlwxR3iWjQSEcWnNF8drSBmdXBDrjVnWzvboHgXLadyG+KeCuNI9BgrfFBmGwwP12H38zkxTFgemqk3QuoxjxGSuIpDuRxHrIDjDIrkYuu6UdpaBBbI+raMSv/cfsHnfH2ymGm1yY+uq/MPSen73feGe7X6b/sJjv0l+uY+UJEPw7gjwL4cSL63cz8BQDjSP5mAP8jM/+v75rX9XLGz/6lXy+GoiV39H7Cui64rgvW9YTXlxf44nrGdV3wcn3AZ9cTXm8LXm8LXm0Nrzth5SAmltZw6kGgnEhE9DrYMYIIeMpGYAa0oQTKJo0AI7BXJHX4VI1h9yg2GOwcx3hWQ/HK2dtY7u9d1W7gShtWbLgkwLdiVf5fWBo0ThWgJ81snC9R+y9EeHOCSMlfJ6iDqWBEUvzdUXzm2D4EFe0n9hg3hEwUpCFbwF9OOMiJ6gq1oF9cWBFmXw3aXyNhFu/k/0nnGPGaOkxHhaXJ2JwT0S0aAQIBND4Zcb54MZk7FjqBwWgcxOOid/yY1dQ7CdeZWMYcMQcnT7eKBQHUmqafTT1Ys5jYJzxM9fOWoNQ6FBpko28l/bDVXYm6eoI5EsxjuwOFo2cim6nri4hnAl0ZhHEMN88rc/iQw6KmYRy9XRgDW8N3KMhnK3sBeAYGLQ8TAM55B3fOFS+RESEVjLE2CVN6j5Up/MEpTOXkmV9txtn7ftuwVeFpR1F6Mg4y1++pVOWrHtIY5wUlpKbuXL+8/kio8Gvwu6WZ06QnIXmUjodPPkpt7fP1BEiIfLdy7EncsQ3fnCALUDPGfT7irtY/Ut+T2DNCVducaBfkWNQvw7DJCs45TT4ItS/XHgDFoR0dpBGc0H1v5l1m1tsBxGdxq4KPY9G/PXcxh5jWm9RnEi9yuz0yx1zK2w0Ee6sfjgBKXoPeBMREyJ728H3qR7WjIVQdeWOYPS1Td7KgeKbAD3keHZcmQ8hb7YVh7H50Xw/3nKDv737GtL4q92MA/hEAPwrg/yainwDwdwH4+wH8IoA/8ByZXNYT/vLf+DuwgEFtUwKsoW8NK4B1O+HSF1y2hktvuGwLXveGawcunfC6A1cVpeyALKidhbuCBnAXQpCCI+bGmmEEhCrEUGJlg3L6KIjmaq6BnaAwkMAqUrSxioSREIxdicEVCvhYwJ6IgRq827Diio1XbBAuX8cK0UCq5GAxyiu1oLS8mGghOzcmL6a6VDFAhWDMxFtskRW0Za9xYyT/O09zdGMe47IufsED09S1vf0kzrl7hMrpy/XlVD7S/uqSrvUfb+gkdz47OhoTRCFslJ1U9LNBQZ1a5jMubCcREJbbfy3SQkPXE+4Nco+0gV2ceGO1E8hmnF22BuMkE7G3VDbabuKZpCPAxmQ2B5J/rVWsubJf7o1En1U/fWAgiYFa2ziuS6Ak8vRvPdIA5uEz0Ctgzn4PQN7Ojw/u5MFEL5UnVIAfD1zBCpsy8MtgL/uZ6+7DJRxDFTSZ+CflEOxioUhgz3PiCgJrrcZWnc272tb5naYvQK7VwLxLLoS19y4rZpmFHYmxLKY1S4NgbVVApnObJ365DghgJOupcQyxEwMdw44lpZTyPX779a6WS0K8WZrZb851GMjNNI9z3bMEA6gSvvsSBxmd12hJ8ihN17cs8Th5s9Z8AlLqKJiIlxbOaRULDcCmfsCuhTJ3biZSuucY5bhIZa6pP8W1us/NSlz3yqF3I5qVYSrmKk/HYGWu8bzWbg5i5pytscwdI683wFTac/e9VepwlIce00/rwMPTrTrU0t3fFiM1Mz7d4z6EO33fZPecdvr+n+dK66tyzPyaiH4XgD8M4J8F8I8D+CWILcF/jZl/9jnyufaGn/3se9DItm2ZSJ0Jm57AdyZcO2HthI0bLvYMucu39TAEvRCBmxLLDCzU/F6ObXhRR7hUo59QS90ByH08WTvLjulEpvmICKaJAqoKEBZibdPnjeS+HkM4fRttuGKVu3y0YeMrtqYindjQWe6TmSFiu5nTsOhJfwewCNTjTd+14mCAFrACHNMf2FoQmmAG8YJQBtH2BJyjBgVeSS4rCLS8aCfOWknAGrIlv3qTkt1wBlAAny2rutESmhrzbsmP/MTWTHrsXdpInbgxccSOxrldSTk3m4BkBkAbQkj4pBwb0eTZaIFwhhuYGIuCQOP2MTdskLt7DapIiBQIGsdPS0P6zTRySjhO3GVSUVAplhiCj27K4TLwM66g/RQOIAagN99z4SBw4sf1tQaxITeJakR3Tx8t3Pitzjl5smcru3AEA/Bn/xqfPayN77i7F/f9pBwGvHLZOMChHwIF2eFvDDAFL68Te8Mbb7CDYaZcjJOXb5Ya4JNJEHO4ALMIMesBf5rNzv1LdUE819Rlycxz2vIiPVyKUSVz2xQeqSgmEcANzDGeYwyawiDy+MwyvrkQ3M1zEe23NrCzH+scIeeSkkp/eA0T4R+HSiry5Y3AIG6RxkDmESLNzAvbA4FMKAbAuj/NfVlaEl+tdUDpHsFI8zocAUjrxwCf5PfZ85riRDBFPEKFXVm8Nb/nNSdCW93lQK1kCDj4OgKNtT4D8U7x/ZZo5z5mLus+79qetbxD4aZioTFr3gI8Zlpl5nXDxRibhY4xeovLNR+nYwie5rFbWw7SYKVzjrmG+3LX5z208+MBPdHselHImvJ2fepsnuU9A5Mf3Yfp3of2zg/KMfMrAH9M/30p7tIb/vJnL5R4EoKWKEwjiFFtEpt86jr0pF6xyGZEH8lW8rCQatEEgDCZYGdNIzchiDdNX8EaEASpESCSRnDdNifATKBy8zs+G3Un6ITbtyl9Idy9Ths6CbjbaDWyEKYiIrauhkbKXYIYoQgRTiWYmACSkzTmrgpcpAKifGCD7jRg7gIOKAhPV9rBsSFyqqegBI5GQiUsSLkR+na03Wm6R9uKggoyIiNpLIGRHWbFUP8ZmmEC0NBa+CV+mI6ldB/HyZRcqg7mRXrZ2ssJc6lV81YRIoScq2ocvo6u3EBiuWfampShs/yKaKeBO3m2Ejevo+3hEm7RdiGwcgelsayWREL0km9SPW1mRv4a0Vfbvw2dcdRvs7i59Xxb5fg2CzeLl8UyzWMEaZl/k8MGQEvcNYb3mxUqZmqAPits5tgxQv2Jxek6OYz3TimczKORD2fi5ALUevLl4Rm6luV0PG+ONNjzDh5/SQdIfmObx4pxjyuEDlk5Q2DJSb8JsPBI6a5jhUGINCg4MjQmQuRi/8GN0Zmre4WVTcBG8kvtYrPLcg/xZ476ZQyTiPo83n38866yyLWo7tZKGOnOCOHjNKOfm60UcwYKfDkd4o4AcqjlUGqq60cpOPnzUXnjXMVAkgLVtPBkMBAlOQKhtkfNAVusprnfrSwBtGZinbN0ZnWJuAflu+Fnn9/WZENKYp7zAYp9CrQ9lXLKYfpseRylEvnPR/StHCMNSk/jfIlQYx33s3IOPvM4vhkOtT1xmF/sWfe4b7qdvPft3hr0EdGPMPP/+a4FeK50PmR34Y7/6+WjbLwqatkaAd3uMTUs1HBSMLIoIdA0nGk5JKiIm77LMzm3zuzkMURsk5kFGEK/KdG3KXF5ZUbnDiYIQEM6rU8kXHfY19O7gj4/8+9KVIRah47ViUE5WzKwp2CL7JTZlq8lkS8iMtOVtCEsELsSGwSI2CIT6t4ZQNzJE/JPNjDlsJGJUuXTq3wynxraQuTn217ADb8gV8kZBy7SxSG6I/EIwTW0sPbN9GVmEoUACj2X+5PfkWju2p+Ehg3AItw8C0PGgWkuxslo2GgTwMYNjRuIFhXZVBjHcqdPzIjI3UsHeBTkTQOBOrkIp4FDaQ4DeBq2a921X5v7cWpnURAjBwLR4B4OcrDi5kegTWlclnyxfTiZNm6Ocd2yko4AJ+pn4Si9ww53EBy3oVcAUtFHKl8dlHWLp4dDkElO6Nic4o10bBN3cUpwEu0MAIhUJhsRbH4UIyYDye5zysqoEC4diGTo6WKbCbw4IMx+vtpYCr3ka9IAASZr6Nqmb+JGAivD0eiPmP8xqXnwq2Ejrq09AEzqOkT3UvvuCXR2iYw9kbsnxHKauTR5fdvXKIPGnHIVER1rl/PLZd77Wf2O/SxeXb/1Pc/FgSit5a4im+NsGmGW53mzLDG1cj2d6x5LBnztpSFsWvljDE2I67S+eDnLWjHjpI7jBT5eapjkf9AWxdm+tEPZNf649Vn+z2VaYhpCP95SLPN0usectHzgM+0nVFHoPSjjEjKLeg4zO33fz+34O/rXVEzz9mzfn83/eX42ZzrGQ4gxpHMISzr39PdH96G4d+H0/UUi+k8B/FvM/BffNDIR/b0A/hDEfMP5HcrxwbuNO35++wwgxsYbiAin7QQznL5gwQucsVDDGYQzLThTw0LAiYGTAj9TdNGETgU3eTYD12C5R7WxcEQ6KcGIpCKeVW0Kyx08Fb5UlSoC/Tp1bMhcOVlczNC3c84gi4BxGAAUYjG23yDTCHnBIxA1KavGXVg1iSpluQApjggPstqeE3Eo0mflEpLBGdZT18QnSIDPSGCXbLRnUi4iKHZ/sk3e7spVv2EXQFkLDVeohxMjTkwIqG0pj/Bb6ul/Iib8FFg3Z0p5gBJhMxAg8w2m631QCblJK0N5eNqa0hNdwZyAPBHYbBScRtEUuyhnz0Q7jW9JOuaRwkt57DtYw6l9SXDanpVb2JJmTLszaNUKgdrESbSxBRMmLDd1YF1tnOORBKx8pQor7vErnKcehsqDPtvDmJwaMydibuS2wdmADpQYiHtzNq4zxyzfyzMiSCIyiabOIJojb6YQ04SlSWm2c480h/t5WXzTQSJs8rGKe8J7qLZq5Uqmlinhot3HnrCPNPjXnpNpRv7ZSD9bt4yT48gNkV7IBMcBAdsYhnFuez00MDDB6U6ftmsmuwrxz5CDCF8jagVY1wFm1n4n95f1RSKGtIH6WTxbo+3d1iXNsKwfz+xn+R7Fy+R8frbDlRJPJzJpm1ndGbFesPa3x0uHPz5ndK0b78SZmP1t0U0rXfzaHPADIo0r8VsAd6rAI46vWkpb8zMuM6GMlejeGceIwEj7US5LSve2aOfekTYsEe1MVzyLI8Cufczrldu/9kR2FYzvMvAQVL7td4N9Gvk5DuDGcozrWwZbeYwHDZVHUU1pTGdfjhv52frtaxJ71LFcY3712309zbDrKe/X8Z3l/U507wL6/k0A/yqAf5qIfhLAnwHw3wP4SWa+joGJ6AWA3wrgd0Huz/1GAF8A+BPvUIavhduw4Rfp5yHCj6JMY8GCRmcs9IAHPOAFf4Izn/HAZ7wgxifthBMLKFpkdxIRNhL7Zi1RtAZcGKGJU4yly6Z9NbMMYOUGMq7UVcOmwL4riYKVlVZ0Fg2bBvc6VmSSDLAFQVyoAGbYZUPxU/HAYTEbT6Y6NTQKhS7MJ7TWHdyJ1siuXIwNbH4O8iRcGNRWjqKKJZISzdS0lVjJfjYCXL8b8T8QKNCaJ8qw+MGSKGt/hDGioi7IQkUQtFPByDophfYkFw+SzZQijhIJVl4GORgLQjG4gUQAcQyanBtSnwJd/qfudysNIhHIT/oaieZB4REp6KOmHENp18YGEK2cTUW1jLhozrlz2MdCsNlhgFJmfr8mwlsTRvuYqvu8RXuLctTY71qZX0+n/X3w466TrRJBbGk6B+e2n3EwOzNIOXeCDcJvS+/w5yBabSQZKHJil60xQsQ7NvEhnt/NA7KtvJEoYCsrDAQG8GNp7L3EAAAgAElEQVQo8POwlj4quHQuXoQzojcTFlYelDC1TNGyx84J2LTeZHDnBJsRpSlmS8KSzjgFwezWODFJUCAl60gze3lJrNruLjZdK9x2pmrrFII4E55hIw+wUapi7sHsFz8lekX0EzWev7MCQ4uVwlr6NKap8QCAbf2B37sVJWDRyO/Dj5KfL9sK5OK+H9L6KO08q7u5ulZUDztQ2wO++K0mKmqKuy0BBiDZx1IpAQFhSgZDzLovVcCZdtaDspjL1wbsVnmNR6nuUZM5vNqnnz/t+YQx5ugg1XucYNwu+9kuuqUYR8wVdkdJdJZOyxArJiZxaypH/lIC2x9zzfPvLJ1jvzE/KqFsxBnd9XR+7ij6o+wfwwX3tBIijEgAT63NH92H494a9DHzv0FE/z7E5MHvBfDvQHr+SkQ/A1GI8hmAXwXgeyFaMU+Q0fdtAP8ehEv4N9+lAl8Ht2HDr2w/j84XdBbuSaMFS3vAiV7gTC/wgr6FT/DdeEGfoPMLJdAbls44NzvFA5YmxrKL7TJIw/cObOkueD69456UrbDAz0es2NqKK11xwSM2umLtKza6oHNw+uw5nGaghLvdYxCV+otwdkykEgmISGl0YQmAE9f4lQAkMx9gd5JUiIw2bLxqOAOBCv646x01DkAoreI246D18aXTQKHlzpUgdYLNNueyAFY/Ktw/QpDkRnFoe1HZaofNIjaxERgDBGoWL4l2ah9El1CUBxR+wO4uYL3/Z6WCUzUdm2+svYjEEDYXBWlacgWUZF8j/Qz6yBTSaI4GAmH3/oiciGloiDt9UtdlAMZ5Ozc7ZXHanLY8JoA2989d6QobzPmzlnIbbollomgab/LOw0P6ob4385CfHQb5cGIXI90nmzl4XMNgAHnql0Gabf5WzwrCMKSe30Rcmyn7zThx8c3sQDoQHNIec+ESJpzMtF7GgoWeHeCYbxAwQSTZlyCCQlHKSDpKe4Vh+OikMV8pNw1FMc3F+YAoyleJ5pHgbmkAj1JulNa7kRSlg2dLJwN6SoFoiPRV+1n5jvxqZerqGmKvQ41533buZevHBNSNYG50Nq5GrkukqaFyhbEfYzX+MAK0bLPcR9dS/GOQZeWZQbVcHqv9JB3bg2juH3MuaIJb7m0AYS1KlemYl+Uo731qs3LltXUGi8WZRds5/KylQgq19w1/3rVhzq+WaJ4fl/UhHybXzF3EfPCc9fA97t471x/dl+PeSZELM/8CgH+FiP4QgH8KwO8B8A8A+A2T4P8vgJ8A8GcB/GfM/Ppd8v46OeYNr9dfRsfFRQeJFrT+gBN9gmv7BP3UVaxP1eJzw0JnnJjQuxAY5DKAMuGMb2O0RqMQ4yTEhmYKJDoY195xpQ0XrLjggis/4oorrvSIjeXrxlcBeg6etkmlMvG+6MZykoWWFjXA3ZAXsFA9IIpa5Dc4F1C/DtPUaUKbm3IlThBtnZsm2EWrJwNEHZ2v2r52/29NJ6KrbroLHPj5cWs+JZMGNNErIaBQNsSsSttFtGxjJyl1A4p4F3mHaJt5dmrA2O/xIYleqR2v5NeyKQcwWAF2llM1LXCsnDZoOa1ssPx9kd9rNWWYiJSAaMl/Q9wMqlvP5r0ZdcybRDMuZeJG5raQ5qGUhubgihFi02kej5wrIxtW3laHzTP7eZ/FmPPz9XKs72SjNQpM42IAUT8StR6ReA7KGME5mfjBIEvezjUz5DSlDuEnrsPE+Kzj7EBDUt0RlRrWOLZZKye8XJKFc+n89MjIFysex/1CylAvl4W9CAxO4kMV5OVaV9KBh9+Zs8mUw9T+tfyzX23hSqQXoKzz3dooJBsII6zKdzoz2JB6pTunMFinBFrmFDMDdOwXdwEjDykaIw579C6pD+vKwZ6laS0j8XgfL+dR8vvy/eiN/LRffAhUYrWu3/N2Cb/oLUuBnmwXpDTpRn5HIpz7fhldPtCtYxmTsbwXMczXBoaUJ99y/WkXJmwWah0OwXSt36RWNd1Sj6fDz/Obp5Hn4e0y5ZVpFq6uyNWfylM+ABvTKevNMCZqHfM6OYpf7ssmoQ1yzu5ojunORDprak+Fe8p9COKd32T3LNo7VQPmn9J/IKJfC+BvB/CrIVy9X/gmcPSOHaP3R3RcYDemwA1MXSnQhnW7YF0eccUZD7QJVy4RZF3vkrSmywAhfnWjWS03Vi2bHDb0Nu5iOB1iRmHFiitdcKELVjziitdY+Yrehcu3wUCfKW2JBTYI+8U3XVEw0l09f14LBASdfJEQUZwlLRmVYAviUYiejg3cRND05KKem4YRcc/OIkbBLTh9nZsSRsKlMj8Q4hcMF/N0AklAjotNDUfu48LuIA5QcGEcuyD4BOgTQkQzxbWwthi2BM70E5nqw2SxQsKScoXZ5Zjohl8UnVJdSAn3ADDxedw0AyBXcpxgdwCjPxXEEattvrrpNL0vmLl5pERaYz0gaFDOcUrR2oIwnOBHGwoTtwLG0i4D+eLvBC+LgZ9Eo+02Oe+LlJdHTIRFQj7D+0ghHcQb3xW9sXPLYh2wimWNmLXA8Lll772G8r7PgA+s3Lk0NqSBTJ3SANnI7vym+K17u1tJcjwu3yJcLt04JmeQrxQatd9Y284NITBgYnUq0OrzIsQDu6zZ4BjH3DWezgfVymyyA35Gx7LGkJuiiTHthGma1EQmUhimHsrwsaqB0ZSrx2DRfpwA6tKyAiIlJik0YropBGrepgyz/wr10/VQ85b38Mt98KH6FQ4rEbIpi5akHbwNJ35AJcRH4GZtb3nk/GK9z36Z/1aySWAsKfjyeGMelorvMt6PVtb8a5MlihjSFOO6wyWHepy22xe41nU/O8e67mqe8hvKPLq8cB+6XPqjEHXFuA1Gn8746fT2K9S8HaLv9v1YQ5rt3ON8YwWtoDP+jmCOxzRt32M9LNQ9Vq6AzDmpH92H674Ukw0K8L7BIK86gS8XgK+AyXiTnEZ2LGC+YMMVG4uJA+6hO9N4XkJAiWmGRTc0n85sJhdEEm3T37UDV2asXTR1XrDhQhsudMUFF1zoFa64YOXXuPBrdL5ig3D5updVaiDONpSmGyIBagfPRWEgnCf57wzh6Z2w8En89O6WqfsPADlekGY3C8Ho6H0D6z1EEKtx9w6QqaHp2OgKAouZCN7Q6KQKYQQUlrt/pKCSWQnn2PBCjp1T2awF7K8+OWGQlmUiv5dmhGQBHxC/IDbDT4g25Tu5qQQg7tVZyTxlkNrQS5RF9BmRcD9HLhEhbdBUZffJRm2Ud+/GDYyV2N2Sf8RraIMP7d6NECXjflqrUGxOAqiNZ6z9QNGykR8B3LxdmsbL7WljjlItKylDA7Gl/cpwXGztRekuTvHz9pQ8g0tkYeN9D2ae8FOuo7LVa6aOZ/agHVDzDUPeef92LbxjmgPxkMvDw2EP21xK9Km0eWjcTSFLCeUIIQSBZgTQSN6kGTzxRQnpnCwEUSsfhvt5qUysGmDz3PK7vk6sA8UMjMYLsydc25WRapaIMoq4s+9SVAMAuY1ZxrydVBGGlrWxwlZdCybRKN4jT+U6BlsdKRacMTmUbyzzl+U3kuFzv1jNrLd3d/VyrQ78kPwMnPnang4ASlkj5ljSxM2jlOas3jT81vFN5e/Rmo2CjgOejVBCvrShrEeuUazDYyhLK1bZGfDZ53I8d1OiN8LciD1N0EbHPC06DDfGuZVSHgdm49bSmI2Y+TpWnymFC/8jDmmsS0e505B3ydEOWCnCshGib9DgH002vF/3jbfT99U4BtS4uEymDSKCsoKxYe1XLG1VHtwVVxIAuOGEa9+wEmFVAr0RfP9dIL8dcp+PAVy6KG65dsalA5fOuPCGKzpeY8UjXuPKVzy2R1zwCle+yO0+fonejcO3gfUen09sQE/yFgCiEMbubdkpkIC9Rbl6Jyw4oeGExg0nnLHwAlPmQRqeuhqXh4kuZqMP8rthA/gBYgRC7u2tLCDQzEd0EtPgAKOx2gbkFQuZKNvqAE/g3mZCkAJUGL7LsnInCufGRaoAXygd3AUxoQ3lwNeUlFg6WYSRWohDOi1GKe3JSloJ//SNqp8RzAwBuHkxH8F1bMVBYBqEQ6o1p/D7Ec5g3ny8hPikhF2xxljyfaMS8lumRykr3UjGm0eOmudjymQizUYZZNWDBXkbbRrGNgiO+yAez8bEYAuRtCyUTvvNREWOJ1WPvip+6dlvuXIQrj4+hjrkDdj728pMfOAnylmCUNRR4WWR8R/a96ofcaRt5QQZuAkgHcdWe85AHVGVEJQS9RQyxuA+XG6T/CWHinEf4F6+2lyL8tlhkEdVF6pewsPQHvsUBiAGxcH1Lpl6ynhMdRnRBPoAOGxt4NLWQFqfShJanrGdBjDLmiZRTyCGzAM2qCO7BaOrgKrmeSzi95RfFju1etrz3A+D377u1lY64h2kHdOr9/jVgpMWpuG2WGb1q+HqPLl16BMxxviRh60bpe6onM0y/Hx+WPhJHdI6ZPkf1lVD2F86SvNG/eaJ5vl3FCfEWo9g2HgY9nQZGGMf7UNEnvs88qrEKYaFbEOoujbW/rmd9+2w4+pb98gxzdqWg+hp7tL5Mv3RfWDuI+j7ypwBvkxuZM5Ix8YC/DZaBf7xCSdquHKXw/wu3LVOyXSDprixbG5XZlw6Y90YF+7yr294pBVXXHGhK664qDjnipUfsfIjtr6KohlsKs6z+f5v4lD6kk6tnfqAAJkFIFFSc8IZSz+LDUKccOKzwD1uWEjUcVA3ciIIirxosRo421Q9MwNYsGHjrncCgQ0rNt7AOGHB4sbgxTD1FZ06FjA2LIDaIkRjuQsIJdZ488WNlDMGFw9E8TOCSO67GUeO0CjVwbRWkojxNjP10Eg1WppyFUoiRNKGTQlqM3MQ7RzEqi3NwQmhooa8QbgkwmkJwsz4md3HYQV5srgnO4ruWEeoaXANqEApiG8l3mbek755VXX0eVNzyi5nqc/qR9FOESjtNEww4D+2m/21colSmaz9Lcgruy1LFPGMuFfLmlbiiElazlQcV26jooHQfkWJzcisQcktGZ5QDbxDDAfGvklzDZAJU1NfvwOZ6pc1bt6ko3Z+mZNnIwKlnYO82HPz6h23yIB9pOVaR8NWoouSb4Z++S6ThYyRMBFolbjOgU+QhgGibNbCgH6IZpaTcdIWUNFLnytDfwUXz/qZ4NqPM8jTK7t2MzDGmXENtV30PngdKFZmjjoxgxrp3Zp8IBU0tc8FLf8uzcjWx1ZqstIWQ3Me+/lLEMQFoDESgDvyy3ekx/z2Itvk/evd+3Z+Xj1K1wGo+FhZj/zkaxDUdphBaV3xQxUdJz7qOK1XLeQgwgTGPkc77LOcCIMWOOv41M/QPBxYUszEHCz/Wg6jGwFElOVGWIp2Pjw5SPneWs7GHMYyzdKL0ozrk4WI97Bxa013XJLYl3Jv5V0p9mATqRyB3Zj6LGwtIw+/UbPcd9lvPKCr8Z52Vsv37e4r7Xem+wj6vhKnp8cA9kSMAgs2MgWqOqVj5Q0bFqxoWDpArYM7oZPEMaPtvathdgLWjbH2jgsYV+545A2PdMWFVjziEVd6FJFOvMbKr7DqXcPOVxWBNNDXCw3uoI8AmAinAjxCw0InLHTCiR7QeMEJJyw4O5fvzKcAfTALhbFRiXHt3GJwookBNzrdcULnrpy8jk4LNrvDhzM6dzU30YF2xoZNYlHX+0VqJF7FO+VEvhp4H/lBMOJLwa1tfEVzpd3RIeXjsYBAsWHX/JSdiIIwU42VBg58UWaU99GNG4GXO9HtTmgzEgnNRTmH2EbbvI4MIQzjvwB+HV01Z9r2lO9mCYHQ2DhU7ECCPEZ3gsu4IFY9U5gg/nlDrcSU+3Hy5X3I/BpxaZdos++TjVsIG2vr6t+c4MibaGy8TLZxNidUAPj4KOlR5DdSxkTNU+edXyUMR1k0yUX7K1edSkkP/OC03lN+edaEG8SlPUx1+/Ft3ME5oRbhRdywjhNSnwB7lbTJUPoJZQVJwy6QTC94SrAh7y/OYTOaGdaddncyZoIuJXAQh4jDCL3GM3FZ72aCHg55Rvo9kd4+l10F1QxnAA1xd3M4z7N8i1jyrttY54SHVpG/HObgOb0HSNdyuikboNhwuOFnc5byJb+D/PyV5s9v79cCqGmRS57zBU7fGWZb0aUadK6DKKp6UKcM32qwOZ8t3ocYqQzjsipFmc8gm4UVuuScZgNwXEEnzoe1rZWz9WNWlvucQaojbZ9j2HwZ5dY+Hasf6d80gXfOjmP1UDKlNEsTmIGtEUhzCTnGr31oZbX1m9LXmgeGdD66r4/7CPq+MlcnCPknVsUjKzpv2OiCKz3ijAdcWgN1mVxbZ5x6w4kIp1aXJlPawgAuvYtJBt5woa5Ab8OFLnjEK6z0iCtfcO0G+K7oXWzzAaL4xQ2X6+Ju2gwEwJzQ2llB3xkLndFwxtLOOOMFTvyAhhPO/CDcPjQsLE9im1DEOZe0cIuYaCZFrcUCLphdK0ZHJ2DrLOKdLKYbNsg9P4Zw8UTw07R+2r0/dnMQPd0r6m4j0DpFCReEttHxPM1gq/gtDmLRrZ0s9KLGxMd4CDHXJEYY4yMR9O4XRA5RtE+Ei3fRqihEY6cO17Jo7ckK3czPWpyDgN2wOTei+S1Tg3ybbk7WahInuI+TDYHjpLCrmJsUo6fSp62Ex3SCYBjvTZUgu2enKuGn2TzbUgEDZftT0UpECif2mKTKhIn1CWwceDXkmchitCGbmub+0vxYxqi2zau9EwjwFMG0d/sYfONt5ntPjrcJCesbwOBdjnlEgu7LPfIAc4wY49PyGScq5AqlbsaZy7iIpJw+bTX9/JbzsTk0FF+fR/Itc+DIw3jSMOKRh3Rmz+ymNo7D3C5TqkRqv1q/PeFf/YgGvyfLfYffV+ISxNHHGejM3KpbfjT4xWPM6Fvz916fW6Ys9P6FgqxZCrz7koHbPd1QVdkcxyjlPLj2sIuDUVT1+dxstb2nPEfr0fxbWMF7qr4jiLvFreTdfNyHrX08zvB3bE/+QO70fYPx6kfQ95W4PSUqnBLhqHXe5A4fX0DccOUTXmNRrtWGDQ+4cMcCEvC0UYAFYk1F+FbCHRQAdMFVtHPyBRe6CnevP2LlC1aY0parKDJhAZ/lbEi5IH5vD8K1kpPMEwgLGuk/PqORfFv4pMpbFizccCLh7i1KiJ6cfCXV4amLFcsJsdD6DOhdLjNazUToaOjMOBHpTT0p8QmMlc3A9YJOwimFmlzYsGHDCsJZ0zSbbcLFEtX3BEpq6BsZCUgO1mzpztw5gX2Ld/PCC/IC735MWMi4g7K7L3Yqykin47IYNx0hyPdcIIFHv4BTdmYZz8IJJYDlBK+b6C4gorEUm8Fm9xvTJtW5K1dwdcKywdRxyF/yGA1xK7MSxjEDDCwqyEsKe5zjYH5OweZ04mDC8tjnss8/A7g9oM60Tit+dnruvc8JOOX7OYWAIYclWWTHw9jc4hwz2V9MuXv6Klpt5TTgQX53tNZow3w7p1SWDKPnsGlWP3t/M81te1i4FzmyfrlFuOQSRMq1/tHv+3tR9m5mK2o4a5es9GA8PU/aPQvBVU2fsIeIMWyi8Wbb1Me4m0WhIsKo0UCqoEW4fSGSKe/k66PE0pP6dI+vpmnieVq7fAjhYbF7Lu8uWhqVjfZFql/k4fVNdZc081099TNJjLL2ZRFEPKNfInPfyq+p9L6sB9GeKGFnBPk9ft7A7qIffa1OcqYxJm77eRjva3bOYvRXhXcz6FLXVi7f96Ci7nH1W2oznpXzzcHefZDs7V3ed54G4rY3376bV1sWSRrnNuAdOYA1jzHefMfMc/h2LrZ/H6X/0X2o7iPoey8un5YYx2PDylegk3LETuC2wWzUrbyi0QlnbgqfdJHRzZdZtF2u2LDRihUbrnTFigtWumJTm3wrX9FxBasdPlMeABhB05ywlDuDDaZhstFJgB2dXZRzoQcsdFIu3xknflDO3klFPJty+RoaUYA/kvwWMtKRgbaIenOQHpDLs3AxyUU9mYBNCaATM3oTAu7MJwG8CFMPZuOwY0OnB/QuKudDP2oQh0J8JaKO4e2SiT5bgEWMU3kqJER5s/t8kIIS4O8u0qrxmvpJW8/J61t7XfYbl2LnqNkv59qeIL3e0XECdxk7THIz0vxOOGk8aasNTfugg9XeYbRj+lWRVuFgG0ELiO3EVFblNhpHkpMiC7vbYyDQlWuUmkY7wEV0RyAQYccr9nOXiVVzc56ZhA1iUvotxKT6AAjLVkopbOIEmxxl5Dhy5fYbuZuwGEcQ1bawk3Ue0qmA3FNFhlFjuICOtaWBWS/MCdkRdOfnTATbuK19MLbJ04RXLgPQsehdYaltNVvQhq2R038NpxRvQrD6LLTi+UJSih8zkkF0Kn4lNRUbFYIde1orZcVsc9OvJWs5Y70wPxP/DA7bJP+xejSpXw5rn6u1A6BVv1A4o5XJYqlebjlq8zqkILv6ZfCCMJcxLcqX5GcrTF2wJ5V/0i+/z/w43iVDGbe6VlbzEQb6J34gXTZinzJnCshGwFddPijxmD48MzicHSc9CRQceJIHv+cgyNace9aCaaZvFO+p/SSHjBa0+3b3lXEy19zNJ6uMkmOTCjnWePgla9xRvHEkHO0Px67fG/Cj+1LcR9D3lbu0CPpJr4l3XrARcFHlDSufsdEVG12Em4YFJzq5opDGcsLIxC52dKUrGMBGKzZcFOSJ6OjKencPYtLARThYeRIE0CDPTZqviHOe0FScs9GCEz3oHb6z3tt7ISKdJCKdJxV7XNBwJjXVQKSgT4jrxdfzVhZ1+6t0PgzI2IIhIoqymW26TLluVL+vd1LABxcDtQ1vFFbMZHvAzdpvuWwB3+CmJwgEakGm24blPEGybZzU3mI9BfUbXHpyP9JQAnj3flYfIN8hgOo/0dopN9CEOY27J6r71aaj33GUNhHzGNp2SiR3JRTNTmI30xkOAO23gUkOLQwMMQBQ2PnxDZqytlEMgC96KYhN5U54XYWIN5f94Kkeba4TP7P1R0h+M8gRonvVbpaNoyq2O4K1WRjz62W8Bajb5QuAY+QgE5XGRTRx4I6lVCPSndQLW5oTewLASjkj/9lD7Amve4icfXvdQ1LdT6gZrJuVXMjpPYlr60TASxs3+XdMKYech8lA88gxGKBsMsEUyGids9IZ1U5MCA2rAFwaAFqWfLfXVryqdRfIbZr9bB6XenvZkOIe+cHvVNdykoNS2tUh/HCrfrPB+AZT/+vmZ+NA9pvmAaMdpe3H+4dHY9LDlPXGvo1ubmuwQo/7wB0GQGccx9kacsvtS/2m7l3iPpVybc08lu8rkZl6yCnO18ign2r/ZgpmVq7xQO5WDaqb7QQf3Yfong30EdEfAfAfMfPPPVea38lOeVcQDsYVzE0BzSbEsnL2LnTGic4uHNnoBNFcaRoidaoxAIq7Vsybku2rKmhhMEyUM9m/KtoEdYNwANZUtFM5fCABeRDwd8IZJz6HKKfy9uS5YWGzyWe6PfWXwoR3Y4TBeSRC2zcCayspWSZFg9QXqLr5Msro3Oq7gw5oPNNEqQupoo+REBOuXCbqUd6lzHF/ypZhq5+AvUTSU4SxuDYiDBgq7286bqwd4HVnCHcyjS3O1vKS1k7lmG4ejb2NOkkbOdBDExitwNrMZRhHedOSdG56L1B6QAy26hj0vtmQxeV8WyHAOHRHhK8DPhvD3YjHxKW18axzwP04CPUsp5YNWEtS5scu1iRJBeHhJw9OMWVlDQzTahtic8bJG/1GMKThVJwZhDAwz1Cuu4YnCsDMIzgaOIeU/Jyg6gkIRl2KVloLl9K2EZTFF03kOfoozZfUe72U7+0IqjwXLb+jtO7zm4eoHKwaQmLNVarH2M06R3mInYAZ+q6tjul9K/N9RBU7dyZrRg0YHiuIloVsBeXjQgwFtEOhouEx1S/myt7P4plpEoxJAEhL4rEfxn6wOjBKWSgf4NE7+Tm8tyApb7wnv9oKeU2J48u9mYbbfjN37Hdj0HAc6pXhoZVwP9sTJ/Yxb5Vlj4XfbI2pdXrbtSmndrSyzHO3v9EnR3Fp8iSx7xX9rKXc9+d95a72BXMab9bub9fWH93zuOfk9P0YgD9ORH8WwH8A4L/muKDz0cWW4ZM0Vq2OzmJYnPum3Kmu3LUFK+ktOBJlKKQn9m5wmllE6hT9BQ+rw21u2XRXQrKhgZnAJOYP2HaXdFGa1NwCkQHORRS3sIifniCinItr61xcG6WJczYXYtC0kyhJI4E2IuYoIgV+wKdO6NL4uMBAiCw0nYO86cbVYiF81nQ/rLPR9soN5KTWWv/ZibmdpjmxSXCgZ7R5S2UihFoJE9NsqXsdEGoUu7dIYCww7YuSQhFn0rJYSYywhtddORZc/RhNxV+lTw3ysya8eRsyFoi4RVfib1OicWPR1rlBFOcYjDWQ3BTsNeXsdXRsTAIUqanWVAIpiBTxXLnvJ3cDu6ZhXdTRyA4+DKpm8oYE3FEa48N7zLOseTa4UbFVhU/Zfsq9QeE1wBgs4aHP6p+4lk5KuZ70DBISACx+BDf9wQTjynl6eg+TyMoSmiVtjAIE6uRi2ZWAIOdEAxuymZEgGsnDWYsw2aizNSs0t5pPLyWxJhpJn3ELmDVmdXtiLsf+/9l7l1Ddui496Blzve8+31+RJF5KTEC0jBpiwICSKowo2tCIVzQNW0K8NYQQG2Kg1GhiOqY6ItpIoMpEQRE7kYAQ7XjFKnJpiBSUYBENEoRSJDH5/++c/a45bIzxjMtc6917n++c75zz/9+em733Wmve7+OZY8wxOqFyjxh9Xz+bSe93R7Eajzfx0JcSnWMZlY3EbyWt73eVFzWXsPwp7mEtC2Mx/rNl4eGYPFGee81QNPx2DqAvstEsz/hRKRRtUXIt5NRbMCgYbfWrtTsBmVzmzRyGHVRFUf+bh/kAACAASURBVLgFnBXzY/tVcqEUse5fnMnq4XmFIBJSHuj6OvSEXyvAqV+hYU7arLYdNVtr6YdsV+8XrzR3untJ5tqc8xhY17yXuQpY7h06PueOWPYld5GPLs07PAcAu1uVWfWRcZbGugse176nwNwa79X98LmPCfp+P4DfCeCfAPCPA/jzIvJzAP5DVf1zHzGfH0InMKCmMNEscbXMJKW45NwAJUFwg+jAFFN1QuB1EypTcS2RLnuPepcsci2boLAMwzeJeo+kAj0py85wsdKLvxnY27C56YUrNjXO4wUXXHQzkU4dzs1Lzp6XEkMVYzjgc44f7w4OQQAjKYoMO/mRi5ltIikCOmNBg4s1WuU1vuVCdfYeD2e7TWulQhxEiSTLDgRQ4DuVtFQ/9j/Cj7BBCvgtG5wilmP1cExnahZIvS3YDgw71QDexZd1VTX7jjCNWhOwO5JQTBHsanf8dlUHeCPERakZdZaf4RDQFAJtxmUWU4M9ccvDDDjBTOCHm41j3ZPz2biXlVoohId7kYhUUhGgqFrZmISgl8piJIiO7HTecSVBw7FBDlpu8bm1lhERBClD7BFfNLlAlbQJYFzG7ggbXBJznWNdQFMZTim5DcgJv4EjgGrV3DnK/BfonEjFTHDlH2noIOoTdPnmZak2n7IFKgmR47USYtmHOaWk/c1Qa4tm7Mwt62arqUQdrbYofvn8Pn6y+MmJn/dqW29f6ph/ShXcC3cEpvl0b6GqsHsFfveJtNgTDnmdl8VibMvqeU6i13KmhRSCtqUgOfz61biaLACVutoHusiAzXTFE36s60q9r9UIZVN64ndexo/u52t5WKu4Eyd2jCLu+dHK0srzAj//5f64urpP5hgU1ISP2XGEvz/Q60Xt95u/SVrHZntZGmteFXTW9fPljlIVfd6uuZzlvwLeujOdAbujRMdxvbhfSvkitHd+l7mNHw30qervF5F/G8BvB/AvAPjHAPybAP4NEfmvYdy/P66q+xPJ/Mg6GdfycrZYcMpOZBMZYWc/WwI8EmqyuWjhpb0DbhAcrnVSBKsGzlTVrCA8s42CRKCVimKlgGCb5DRaeIpxDn8e8eaA0Z8zXaCfEGq8E/AN35MFBIPRQOf7UtmvG3mjqR9SUC4PO1E+gTxlZBqS6XFzbaeTJa9VzIjl7NtV1oFYIM7TSKuUsRB1yGZpecxSIe3JYC+V11I/wHXEBrgzgEdAOEGlOAYCp0pwAqcodlVsQlComGIL/A5734vo58AWAFCwY8pwEeM9AKHghilWKtMKeoPgAlXjKA5XpGMn3s6zIEdPueXTpIikaKew/Rzihvp6Nhrj6aKefiGKmx//7OU92z1jFjCk/t7oWWMXBjGu5TlqCVDUao+7YwJx8Z1Ud2TPtJtG8WyDg35fUgkNbTJJtBsHVdm2pwDiPE9ZiB+xuotT6ioprJmgQ9oXlqUSDumOhNU9wuZIhJ3FzTa8p2qHLvSGMKIVrz9/Br/glr0nDXJuWv5sJcwMK0DrYO2eO5KCz4XLdJ8uC/e6Xv6ncug1SWuG38StqycWrqX4/PIyi77Ir9aa3vfq8P5+6uu+HsLYAe6yWQBoaoY+VlnkG/odPx38eK0h2naJIydPz7mz9SXze27VeN5lvdad/8PS5NPzwO9eq9QDH5bw/cp3D8gRDH4I4H51n899VEUuLs75JwD8CRH5cQD/LIB/HsA/BAODvyIifwTAz6nq//Yx8/6ynQB48GcTSxMnLtvpFbUdIv0stsDMJIhzRNxsgmwu0rVDgiO3OZAZLmroXEBsHsb4cnYv0NDDJqYNVFVMnLPkmzw6OIcvCb0NZmx9PSeL+lQSQGFG5WFimIGaFIclJJbPEgxaQKB/HxI44EBXiXal/gQ9PCWdJR0CpJFFSnBV4jEdoIc18dS80bOV2otUzXmr+givteRzkkqFH+TttYnVhtfaWIdmB7i81yWfZSfITBEgQMRFRQPZ2rNEPopdBqAToupaKb0mklwmPoHlJ2HrJbE2q7YP4cSbcQNtJBPWmHmOKqaJNkLyPPR54rVvYHkaqigZ3I15z+WWN7OzAVDpRoupCQzVD3IsSg5ihcQ9QfV5pcF5J2cjOfE2xjKckDsa4pwOEKt20LgX6GuDlHk+4eWWvOdHkaOqITTuJeYKdrwbVMffOjuxhO26N+s8yHBZhwPBofXxyB2L1hC0crYMVvrlE/nF/VzVu620YkWuMfau8V9hYtdNSUvcVXUS1xOaZQ+KsRtyj3XvIeTIfM7KmT2T5OY4xKsrG8dMF83maKp7B0de+s0S9uVt1luMtWNptpa/tLLUstXxWctpNa81rDnWo5Fv5lf342N979f92yjLfb/VvZ9fjqanQMVL/Xo/PV2Wl7qa/vO7zjfPpab/TUt8HPNnZmjOD9NeVrJv5l4vfX1e961p71TVXwHwMwB+RkT+XgD/EoB/GsDvAfB7ROS/BfAfqOof+7bK8OU4wSYPwZmwTdltEMH4JkBu3BKTk0SpTc4ZG6Vt+wKF6AYMEugDEBPCGhTNlKuLZF4C7G24QHTzVDY3ND0M0PmdIgGMiHRCqSkvUbgG0RHhRuESUKyzLzv2O4sSjbpFBghDghYTAXV6pHyr/715kfySpeVJXGkEBeDg7SQCSYpKD1UX0Ur+9wiPVZxFUE9kO2HMdO4uqpp+BKXqaHRq4IaoK2/E8S6jaei0b7syjBQOoHH6NgC7ZJq7mpjngGLDZipaxDiCBtKMSzQgdv9PJ6aY2ZEbbhhqXOcduykUEgMwO0yU0+6yaNwppLgznEidlTMs8N6h9kpyANNqYG2DPFfgQQvHW1HuAqb5ze50rE687L3rjKBOYFOIm3Y8nvdM07kuSR0l2eG40uvjSmWO6ecdP+bH1KlNVZRlS9I6FbbUuzOZgi1JJOsRoL+Sp3SravJ7BFsl/KpgkZQ2IYkCFzNmqHof5Wh6oWgzjdFVy9lq1trn0zg9vL3/ODxLY562c4bYWqwQcbwTfs2hfTlko+2pAsWn03+5kJiWOO/rXnY38umcZfn2zXhG2lryJcYcnvKr79+GX+33DtXu1/0IKMYhvxWwfky/XDOeKucdYuDErYAv15Rvx52194ektv49dy/LazX18G3C4Ff38dy3brJBRH4CwD8I4O/hJwB/HsDfD+DvE5E/DeB3qOr/+W2X5XM5kYHL+F6Klam6aNsO1RsAuJgab2IBaXesboXi33nhTWB3egiMhoO8Kza54iJf4SJvMDBw0QezoccfF80E0naecZAKYIvTZ0kpOSF3qhBIy500/jWCVAroMNBD7ZECDVtm4lQ6a7qCISp92QoIHFxspWjLFA1LFBTdDHJOCGbh5gwK2efrHKtVT6MibPEL7Casy8mSd/jIe2bMrpNd/Yu050qTKRAcSFMC1Inzqbn5zYlQlsI7fWyXqcDuXbnDObF++X+qYldLkZxAgWKIi3VCgzyfLmIprtxlV4OCF1ywy+7tLJiyY1eBiplxmNHuCsFu4FLsjUpCTCzUa60kdwgex0H0M0AD55q3y2pwvbd77ahvuHEVgMkPQWzwDmGAtJwfHHwWdkfCm93vIKrNcdmRHLwdVbxN1NX9eLoEcAIFdEatga2wexXBoaRf4fTkgY+TuIsYbAWLhNLZtr0NniIQK1evrh6t/er3WKPOzEjcJ73PQNwZqdfXrx4WDjRbxLI0C+zg5GP5UYRXocG9Szjcn+M9+ol3MT2sJMme6zcjsgdLfl6Qe/nFSNEEdbUOdgiR7+mnkV+2eJ9zCqZZIVHnq8X+0t6qvdmlXUodZuMUnpel+q2jfDXdcZ5fL+c9l7zRl5Ylh0nsa+Ud34pfr803AU+sw8pXOpt/H9vveVf3jvvxs/4Mc9aCH+7W9q0j4punef5so7mC1qd5oT2ddV1/WQnnR26vV/d+7lsBfSJyBfBPAvgXYeBuAPh/Afx7AP6wqv6SiPw2AP8agH8YwL/v4X8knWBgG98DYDwOAyY75nxnBLkCcLPidTPrjgtvBWI7QkGMkMtnGjY3XHHBV2Y7T6+4ytWNp2/YRHDFBbShl3blsryKBChBDgthRm4OfTs4L/GMdO1jniLKct5shRAPY3e/Slzkgjugqf1T1Dl/Luw2kiQWUVei4pbPgjjvLV0XsOYXRHH1y7PiyjWg6Gfb/oXkS6aQW3y2HhEoAZ2UZ1Y829vBXS2BAqasBA7SStG9QrEsa8FIpetkKX8AiSJ6ZkcO9kagPb21RYxLlCVMVw02zCgPSYrpfZp1Ms4hIHEfsIioxJyZJRYrUbiArTYrtb0+nxFnZ+8rWXTfr84bcgAFEgccWazCp1a2BHvaga3Hz15U5EzqpEjOkIliHAXALcKZ+KjNQQNQe4h3wiUGAiCCHGoCZ+ntL3UuFeURWEEDSpkYIoX9eovKwecMMK5OT75X0xLhp7W1ztPveTEE1xDvY9Ee7yNTrbETqFY9Qkf3hJ+qxj009kf0yzoFIi1qQvYRI1wPzsrta1qVxT8JF3ytexio1IFhhxYgy2SXtcvS9PwDUJ7Nd1u5N1dl9RQY68VqcLmscUszlPCpbIj5nDe0lLn+XPce0zkPX8UYV876S/3O8r57GBLjaW2HGu++31PxPoVfdU9xbO/7fHuuc5U/ZgnupVrNQKxj5GlA+F10IvJ3AvgHAPwkgJ8C8OsBvFXVr75BWv87gL/hiSC/SVV/6ZuUs7qPCvpE5DfBlLj8MwD+ath4+gUAfwjAf66qXzOsqv5PAP5REfkFGDD8EXaCi3xl97705sDPCZ/CiTGlDEf563R3iE3fCanMxbRsvnGNmldc9Yo3+gYU8twguMrFOGcQu8UndUnPM1YB77ypKUeRNOiN6reUEuBmWTcYbtDUIIqsD/8FoQkTYRvd/IEV1dJKwGdiiWOYMnSRFF4S97MkHVxIlpFbLtMXaJxEVT8eVFewVwV9BOrKVCTbrNRw1gaKtilQQxO48RxZF85n5OcETlXzHQBR7ME4ckmC253KXieWbfcmD+6g12KDOvdNogyAcQGHkKNoFP/QhGwaQMw0S6pz2XgflJVWUZjyF0S/GGdKvE5U7z4xZMsytGkwgSLauBJXZh+vAkBpfxsL99TdA4l11NwLV/8nBy645aiUNEFEjqeol/ioEoAjP8FUJcScrC/xLIMirOWgUrzO6lpbU7GTbfuZXk1DD7XlKMux3ImU46FKXRW6y9aUiFEPVWypW7hikVNtg5yfAyNtG5awAl9vC8io8c6B6FrOzPHbFwftdeZ6EJ+eoMXuK8vTVIR7CFN4ydFG805iTRbFy1bv4NZHRX1qO8dJGda/5/VkCD3eFzrUrdyt5QFSK3l/rhzHlxK8XWjzpWOjx1lddtPTQLVyIfsYzfmw1uXMb523UtaQFQRznq/xflj82L6f090bX58DZPXdvj/rwf/uAnLX6f0F6YfR/V6YxYKP6f6jO9//wsdI/GMaZ/8fAPw2WO//RRjQ+0Oq+r88E/UXAfzWj1WOL9EJBA/bV74pXWAG03cMEdyGE+uYELmEqFzfhM7IDADOqxO9YMhwwc0rhjzggiuu+MrAnl5wlStMuHPggoEHuB09KcbSF6KCD1MBHQZqphNc04HergQnGpuu1o10+lmnJHk6qf1M86TTOCGKvYqKCjAcDKmCps2iBYYoNleOchkdAFJpigg5gurfJIjhSi4vELS9cYPjYqVt6dMgnC/8UjSHWjU1lKTUG0UUjaric1QoU0kAhtEg5pOnol6TKioZYEYrWFiWZ6ch1cEe7/AZMUy/PIcm1FACSs3+FCQkMLhntaTpgVBUEoaTjQs1lNpmBcYDf8SQKyZugFp/ThVAJqA3pApyq59iIAypo5hbEONkhb0+cqtCDHYlNF+6CdUJsgK7+iyoBv7qbbsDcRe0vKctqXibBCfBPVgV1suOPfpSgQIxIx5t/SHzp/hdjJcOD1Oe2wFmaEmlnT8NrnKax8ijEMar7inCWWP0CKS0mGXViWZqJu6CoZnu0CORbfeO600l8cMMNlxqQfUYrTe7X0km/Osa7R7kpgan9yTIB/oRACvH9xJ8dd2vjERFrEFnW42F3NqqxIF35BhhCYuuhyka1kfgCYhvadZDxfp8KOcJcGrpLus2BhfQu22tokgAu46IhfBlPzS/c6dLmCMxfRbn6TTBOt0t54e7Wr+1Dp/bafTqOpfTvYSr/7ndedk+T3mPK/g6Zs/B4XfI/TyA/xnAn/Lf/+tDE1TV3/mhaTzlPian7+8G8GcA/GEA/6mqfv+F8X4WwH//EcvxxTkRwVUM9O24YeBids4GMFSxTcWuOyATVF9fT6ZaWjENaYphwximmVPGhk0u4M9Vrw7+LniDC64YuI6Bi9j/TYw0C4UpThgSkJijLTcJ0Dc17bhZCNvTyd0iKQAkoR+EnKv+J0hw0h3kbLHWCQVSymzCQKBAICNBm5XfAODWnp0v4mCQIDCF6TTu+VnGta2TEA6nqWKH9TYwxrozTlHFo1LAHb95WOfqaWlHa0sSdMRLCThjqVW2X+A7OJUSfry7R3/+elVO12hioAB+WMBd3O9DiH4CcE6hBPcvT4LtZ3MRzek9T8C3E9wBzvVz0w8CiG5uyN7HjJtzMIDruaiLC8oFfjPRiO1QnHKmscwVv7Q2WAi4p9yLNH5qT7KUJUGelgMSN7JAkAsOzHLjomRL8AcoVLe2Owt6PPvLO4IEZrP4TlAgLUl5imF6O6rNHbtD6aBLcp4noM1erw2Qbd8BWiXC7CdF54IIb2ki0sESt6fToZhIhYnHcnCNOgBVhRu3RyphegpVVSeLuJiUhzX+CdB6P78EHeXLyx3BJMctm/4MPzQsoSl+eadNtI3z+3XIQ4izsldY5PdUT4HkWocjoKzlwupfu9ifZ1s576QVa3g05P02s4l+6KtjMduxjH/ppiVeum6t3Ed+e1/wcx8E1P/30nx/v5cCS9blSwZzTzlpf7/cOtyfxi9bbRT4Quz0faR0VP9gfW+mU75Q9zFB30+q6p9+30iq+vMwtPwj7MywuRGaG/ZpIER0ACoYspkRdr35YDSiqotZ5fJnol++jMsENRcatyYVN1QVDvlfilF0MdApElchqkhP1XDZlLAA4IlrgpS6COQGmFuBk+B+omo8CsFQAwRQU9LCg8owxTBSsIRAhFyMKUV1ucdR9yNdZff8kFw/5P0/uJhiKlcpm7AqZBCo+jeR4DxS6cx09hhP3QnEDJA4eV0vR5bNv3LS4k4eCByzRFpAhoIgMf0SeKZf3Okr6YdGT7bX8h1IMxAQpl3q7w2ddGaOL/EAjeiW3IjNCLi/x900M8xAcw05Mvg0fAza6W0157ATuBWyWoO1RQ4fR05VkKKRd94PTKjTebEf4sriX0FivffUiK4Cn5xLaW2YvFYeAAACDe2dDr7qfbyoX1CYWd+o28iBHyPAZkpvA09PJLW1KfOm+G3hZcZQn+htTtClUQ6+J0DrflnbKo7VxdMaX1Dv6fU75nXMG00MlOYOKmAMP+n91pXKHFBR8Xn+PtX6/HK/FNGj6woaztslnn09GzHOvMVX0ef67hpcuRNMPS8nD7AqZ8/Gtude2rpLBWTZ6txVFydu1clFyWpdgeTpVOZara0p4mogc1M7lCJwPcNxvvBFXXt5zp41lKbVGbqmGYILLK3aIW+sU6G4Kfd29dvPaz88B4jmnXi9tdb4UurA3X6FAjXey/2enkfH0Mf1++i+bL977fDqXt3HdR/TOPt7A77vijPyaMN0AlXEoNNwO3vTxRyrUXR1u2i54C2LQtzJURcf5IZTwyXsyu2Xd+Hs2+binaERs2x+1KRIwmuHYotNodwUUgTApNP47WeMTKvuoEICUWFMjsFnB5NDcEEClSk0RSCufXK6Dbt0w9tog7rGT/X7fRNj+Ga+JViVyuVj5SjiRvCHvJtH7ZfJrfP6DgN7UwXTQdwo5SZZy4yqMFBy5HwLdUBn2jktcvg715FcRDO5IKjcv1nKrLDh1Ew58L9muVgvdaLjDBRqeac726qsn7Vo0kx4N31UDAdvCfOoCtrtSEoq/mAfWbN7CWQx4cARHkavhwNhdVFEeJl4HJDAj3YwE3B34j7IjcLh/Gauxq03L+095woJ0pUkXMmeo/hZhFAJDjpg7WZcYObb09NIycZSCkqR6+dtpj6JQFKziwJP/1JyLqO9ukpkHr/HuiCVaM3VLKEK4jlTqBw/cQ50xqtKNCgSyvHJ/+FXNGmuZiA4TnRpsbVFE1ADvHWcPizlebzs2/Fefuf8pOfiZZ+w3zL+WbxyMBGxjk7b89Pzh0Dy3jSLz/JUjpnOU2ncLYum/33wWPyfoNdrORR5WHkvnI0zqR49lEauLRzlZlpoSV5lXyXSjSUVjf8a/mdAEEv+Gauu7/fi3ferMLbO6bXcT317iWM5gy6J7zXNVSbgvl8v0/1SfcncvG/bfcjO+V1wIvKvAvgNAN7Crr/9MTeB91Hct26y4dWZ4ym28q7PzHsyqnlCZ04Oi3xdrgOISZD4SAFLy0PF1OarKnNtqdlJo2IOS2sjPcusCvgLYFQIt+GEb9WfWNPX9rO2g5kKqGKHGwByQXjHw7hCJgK7u+IS0zYvYQJiTGAOA84EVzqcDIg7LsntG+Q4jRT9rCKeAvQ9JrgYGqfAgGsWVbi9Os+3gDrjRvZNhFtYtpEUkEVR1sq1I/GdYIxCeQHkvHy7du2hldM3tYbvnL7qN7GEU8SotHAa/aNRh/Sv/RvkYwD7yq2RIOJzu62nxsYBtPuGG2jbUqiEBOQMuPF2KWDPauzEuJskcG6Z9Z+BvLTzFgUMJ17HalPxQFZImSDPukq8lUHUWorPlfD259qQB1fHpYXX2tpCAqOuHa58Je5SZT1TPiCVxQgEOt1MhiQUCMU94v2F4eZQ2JMMK+gjo0LAHBPZCrXdUQ60zlzIAUTaFbBVeJjPSSqbjVJZUhzRntb0ySnsNgHLQnlaqtXvSMAyVLbCywjCwzC641chUR1lddS+xC9hwEviZdiYOeuQR3Iiq7RXMJ+ZguQxyCG/suaIr2uQ4seprTA7oNJT4dhUScI/y8KDIebQwXMfr7zjXsZy2cP4PDHLoVJfE1HSjh6rh1xxJ5xlw5101h4EdErTgHrWF2sZWJJermwz5MrZYuVMOVNE9zJ3PCb+MPfUAUPO4N4oVepHlhhP+QH6ZH7feadfhnjnF95FP7O8/7si8rtV9ec+RuKvoO8TOAWw4wbFxK43TLXnqW6nT/cI1U9V6Y7LqwHGG1Q2qO6YesOu77DrBYIN72AipTfY3amN53FxAcw1aBZGSZ6E99wTCJTN3ANSrLIzymxDIGA4njXb1ylG3m/k/iigLtKnAmhh4OwKqHMA4zt1WJB2JZU7EaAut6Zyxu5igAo0e30CBFOlEg0Rl0APEvGzq7xmjvyCINEjoKJdvTCW3vwsrb2GYTiW2dMlSASAObMujFcBnDdjptPyQ9zPZH4z+gNQzOAsTucs794m7F8/avCfmePFiRN7rscACWpy063QO0n0JNpTg2QFJ+yENADCnqkijR1IsFfTb7YgnfhkvJVi+oauUezrjKvjtQC2EIlznpCL1nHmIpL0to52KZpUIz9KETB7QYp7Vk5OxicAVl8waHTdilwvVw2I3/ujiGeSpjaW0uB6J4+yZQkHzqBT74OVU1C/1dHUY/qoOtHqWcOvAnFntgFxkn9V1x9+0c5ZmHqo0HJ+AaLjQVWC/ZKf5FodtWqHGEubvsjvKAq5oMsS2ddAuUf+WiJ597fPyrXnRgtVESJjKFQW7tkCbAJ89Yixh1G89UyaVXm4eq9LYFckWl1b/mUunzcIaFYDKselga+hCOsMpmRZ1h289m2z/dg2sVoY3+tKmlTW1EZJaf8+V3JNraWp5a098b6r6tmc7ykf/ZKjt/rl2D4Xtzxzz/ml7u73K+Wr+8TuN4jIL555qOpv/tSFAfDHAfw3MN0ovwLgbwLwzwH4lwH8rIj8P6r6X3xoJq+g71M4Vez6DtOBnmnvvEFdi6diN26GGjzQIM/XFbnuBiZipdihcsPUgak33OYjMOz0+lGuEDEtaoZzFIqLAwTFxUU7p460eTdMWQrzCzL9BIQ0UcesbPy1ML65lKLH3bsg6C3+5uWcAgNPc1hYERff1NicSUhOAS4KYAN0h3H5hkDnwHQFLpcBTB3YZIbfgGKKYqMUoKQZAulVQZ7gCcj5s7tvEnWP+3uhudNFPEEAlmFDNLX6OYwxv2FaUSEFhOWdvRD5ZN7sg7kCQiv96R0++rmJhAxfwR6cUyyhrZVcPr9FGn1sZTfu3Ix4CfFsDKHgr7rtD8BtA1H/J4U9Z4wsCeLFOMAOTmQGUFFM1/DppafSEeXYqaKe5LKzdwmOCuIrnLBOFEjmEaKe98Db6gqleSDse9xKMscsOU3eQVKIXK4gqBCJpPNkJdJYTz4tkgfllzwv3r5b62Iizd5mQuHtBHBxNzDatOZUeYAUye3rYBKKJ2CvXrw6dU6gaoV/2eKVu7nm2Xt3JRHzblOEryZKBAmgJAl4QQfFACCyHr8dgc59cjmBn7w03gv9FAhgUrJDnJRJjaC2Pwlizh0BIt/9HmGIbPufGFeVb3zWLtJ8zyBGCvIXl9mDu+NZmANAWsGYt8v9Gc/jsfMQjM/xfgxggPBU1T2XE2hw884B0Qp66vzroaqSmcojP6SmGYZzj2UYIVuTY31dTUrxT1ca0kG1LC0/yMEvZ+C6dj4db/WrdX5fzt1L+PXPAb57o/k4sn+4wGPQTp/ZvV+Pfhqnqr97+fSLAP4VEflfYQoy/yCAV9D3w+AUEzd9CwDY9WaaOrFj10cDf7pDndvX6ZtCXN6Z9gY0dgzsmLpjxyNkbhjjETd8HeKMwwmdFM0zTYoXHZgyXQOmYJtcsjwvL8Ikp0YRWjwTBPjiFMBCgy4gWRNqaAAAIABJREFU4Iv/RTU2w4X4jgI3mWbPTQBR20h3T2m4Fj11q+1x/w8KmS7KSWv3TvsPJyDsXsMGTNscB/MZTnzpsLIVMZgqwcfTbnLJIH6vLsCTOPAGVAyUBWdOJcQvCeR2cug0RTNVTFzxNsXFOBXTn7lY7jMJc3LzIJ5OYd6YaGYZIwe/7LMdrJS1dTCDQc2tGuG0pLmrOkHC8aSZX+HqqVCxSg5uyy7HV4KGJMJT9HL4HT475DDxUHKrDDCqi//awDDbfBGmaV2k3b4BqB0KEAlpgCZ1orlwx8KmWyWeWD7WSk52k3VbXrfoI9HO7zEHKyFCTk+0p4fy+WnFrwSkz3aVaAeJ90LIYkJd62lyOdUoYhnQqQ5GmKWzlivF5gRjEtnZz6lNtbq6/ef9niTKWI+CB5yw7OAwWyyVrGQv9R6ordpbmu/9zl76HbmHmbrAJSV8SItIkeT03BzMtbEDG9fwEqewaid/O8pgPUcZB7AxCr77YcdH8EtQxHCtEfr0jYYra8XqWeP5e+4i3hba06SCqpb/si3e5ywyyH3/8DnFVUvMBfDZBimJhbWHq/thc0V8c104uJQB6uLST4Vh+xSP6LNai/O69Tqv4c7b5RhqTSejs/0qKHyJU0lN3yxJh6zrrWRfuw9r7nMQLOuQaX4IlOL682Ep9L84PNf3aOPit0yPHypw+IncL38mjt77up8F8AcA/K0i8hOq+mc/JLFX0PcJnELxOL8PAjQjoiemPoaIp32fKV4oyfU403dt4oY8QQSMaLthYphyEy4DOrHLDbvseJQbrnrFI2644oKrXsxun5rNvguGc9Qk/rd9zAnKVAaiAQT2qZjiOsCEop28QTTbhhwbhDBJaiqsG8TA7iDzirzjNlVxEQdPYiBlFwNYl2GKXXZVXFRxIfcORgBfANwc8F38LuNQ31TEyE5pbdoXzdhWfLcliLNvEiKZVORiQIl+cC4bTV84d0+L2OY0Mxi8u1fjKVYR0fzO966URf0OXnJouRElINQC8ODcOfaJRjokvy393r8V8PFnwkAf6nex31lT5IlyO1lmO/Mpt3cbTwMq0+5iid2FnbADAsgGii3Srw1eV14iAQrJXXfOX5HtZbk4t3ImrEpTuJ36t5XA1fVFjmEObqEa65Ytqz+JskpoOCRSGNhS8bqOTBJUxpK5Ck/W4+6krTFmpgEg4T+U4C/NQIQYqcK5ewbOKa42FRhSlZ5Uco15pyAfvxnRt6EeGHTuYOGxEQz6uO+EYSV/JUFo658j9+7e8903SY6053RItcc68zv/zmpUra2Bmlqw+v5x/N7HoHKdyS8hfWNtfZK6rbyPkzAcn0t2TQL1HvjyUtznQPRadGLa/U7LTr84Fu0B1ddfKX6KBIMFuK148lCys7Y4lPwkrpYwK6qK+h3T6M2oEbZ+kSWgyjHc3bIp585J/e7FiRHCNjuHOtVvBUrHuXcfMGr5e3TyhN95yY/xX+58RWh5ng3Jp8v8adyPmHH2b92p6hSRXwbw1wL4dQD+7Iek9wr6PoFTTLyb34dtSoXo1R1mjN3tizViTlyO3ogp3pLrJ8CZg+rExM1eZyW0J3bcsMsjHvFoYA9mvN1+N1ywYagZbd9csUHoEpVCPPHeQhHxo/jmlAQJlYt0vECey06exXN5T46WQjGnGQJXHS6GKgbwBLip4jIEmwIXEVwHsE3gIoptAFcFLhAMUbwbZovwAsU2zEjzZVcX6bQwwQ2lEgqnzaP4ZdVUpySmX6KbkAZKVfJ56oi7dwRVuz/vChedJCDMcDtJcDWxTarpUS2gLfJbAV8FhFrEcI+grm7DGvEIDjlOXeQWBHMV6HGE690fKhSKMemKWZgON95K1CXHh/OBPin6ZrQ936mJ04AG/XLwIcIEeCxzJ+cZEIctNpkybVVL07mHtdznt2Hp6PfNN7sKcbJKzxFEBHysh3bTDuKfpa4pRTxWku+U4WwsUPxWMV2M0QGhIMxJGLiiGKhi98MdaX3G1rHent43rKuJ+DqAJPBXm8PMtfYmosRpYmIlg7LPnm7r2t65ViVJuUJPp6DtXc4J9E5AZil6+vBDDM9BCfQSAMhJmmv6L/aj2ClYhXxnuMivhO3KjvJdy/NL4jXuNbB0TM4uPNF+LGmsaMxfSrnE+16P9QPMfJGN+wq+JNKtbVHjVb81TfbZKO+sj8LyaH4+F6evNy0/HqD4eloVDPHQFJFjxW85rlZ40bTi+v486zhuvc/UHVwzP+nhrDxaniXS6jPnCfARaSLzaz19nL02530stRbo8apfndH31u/7+ZEye/91vafZ872X30tSXenCDvc69LsX69V9ke6v9P9/6UMTegV9n8KpYp9vYYTqqqyFSlx86pFYVQMjFJ+DqtMAvp04UWVEbyXaJhQ7dA7sw0Cg3bUyQnvKFbvuuMiOC27Y3JD7phdsEGy6YRNqtgO2MNLgm3Js3JkbL6EbgZ/LOTk7iA1pPQu0N9OEmfdxcvOYkTs5Y8Yd411E2H09GOi5DuP6XRQOEG1D3dQu2u8Ct0voHD8gDLnDqzaAEPG8y5BRQKNcWRMTfc07fcals3d7NqJ1V2DXDdU0wh7gECE2WhWvwN93ng5HfgnYmB7DTu8oRQJplHRJZAe3TyxM1cQ5y24b3EPJniSYm6KYg2RF+hnnd2KOAgElnzkuzl3hdsvACFFicqh4IXPD5m2uDkQILjlP2Eqi1KCrRq1g2nRTAGoQI+yPKcV+p5lQEZKAw+djpttV2RcASIAV358gdJrrm3SFGOTAoczHlWgITp33v8iaZt6VrPllCCmEVpJfmYe0cTKS5Mq6N1LC24enJ0d5QG9ZG5XML+4NMn4Ze1LKleGAsNeoCIU3leRmCU3zrqdVxEZ7u9xzKxzyOJLPSWoz3DH1SphzTRmaEIbEfNyVCoUha4pHRVx8f97Pmzbu5nFCcE4hwNwAQlwzDDXQL8SHUUCdtH+2L2T9FIpR8ltkOi1/B0IjwnhKxWxIip6u+Wkpb6lfqX3sV5ZLlgUjDi4VsHvEUuMxB4+H7qffyI+9e9Qqm7NrAQUso6+PTeGQtBX5oIxIS+0D/Jb86lzj8cohbozXdc54iCKGXlexVOSjLQ7bIlcWpjTd576phw1bF3Utfmu8PHisgPReSehXd0/XLh0z95n8Sj3XtmL7sv8Yr/5/2nGFW7/156ylnIay3pjxbW2TD3fyZWjv/Mi1+jadiPxmAL8RwPcB/NKHpvcK+j6BUxD0AcdrrHZ6Z/f7fbILQo6/kgxJUC1/ZYAEskgRy8INuxqouWFCdcfABTsu2PGAd7LhIhcMvWDIZgBQLw70BJsM16xpJaARdYkfbqoFAFqFi+geW4DlrwtfLp+UEpvBORC74+ZL/aYDE4qLb1u757fvgm0AtwncVLANsyW4TRhXD8BlWpghprnzIgjFLQR+AvMLUsUJfCukBBBUrQStglotAXLprGYTfh/PuX4pplnv9yHu/jGNfSK0l1Jkc/dGpdmEzK+LaU4/MSdHL0wsIE32EmQmGaDlG0do8ZPea9Xm05RUQU7wD1HnPiaBPmVmejwgKOK+5MpUl8QGECf4PJUO+pAn4gYKBWKcc++7Sk5kKQfCnAM5g6CJCJK1lmYVnxPN8qkQGCLunUapeRpycDwTfulmU1Pt8/0kSJAVVvmDR271jaauZV8FnirfnYDEyQ+dBfDStINr5Yx2StAJmRGWbQGlyObuJct0OlEiGYeroZBQd65fIcui9HLkymTN4Olky0YYcp2W9PKZ9e5PjTxq3XTs71q7JMHKyJDnwN3R1dZS1QbA8Jyfi6SKP6P+R+BnF4OvYytHXRxr6EIAL1y9rLd4WQpYW5qq7oEWpHJtOc9KOU/oYpamg5clHnubSwtBpT/HEcShK/WuqJrGaOmQ5jm/Dg36F2oIzbJ4z5SDrUOaCkDVufMoHLpsvzVHvtEM/FoaWLTI856z+bmkIT0E98p7wKatrc+snXVPe84RrCZX8AXhYZCsU2I5ptijfWS1lflJl2Ozc0fr/5fU7elQdfU58yWwX2fJkX57de/vROR3AfhdMNt7P12+/3YA/7eq/pkl/N8O4D+DdcXPquq7Dy3DK+j7JE6h810utr7YJFkyfGPM/0O22O7NsLu6SJOEuE9d5HLp0vYPLt4pupuYlL6DyIYb3mJgwzsdGHLB0M2An5jA59ANAwMDFyuhDohsbvrBACZVk9OodWRbQGBuQmeLRV9wJ3KLzhs+DqDEVMTf1Lh/QwceRfzZNsSBNDa/DcG2E+iJK6qx54s/k7M3YFzV4eJALBPv+tkGOXLTBFq9uPEbR46kssMMD7+v2jvL/11TPJMKcoLLN5Obmvb0bAvZg/OV8Vi+HTOun+1LD/BmHYAAKaRdErxljAoGtaRSt1gTW3Yfme0+im2w6pzm2eKipLmehJ4T10A/Ebc5UvgiJaVKHhMweOtp/c70rYHJWWADJhcmAU2wuqn4pZT6MNYVximMfKrXfcKAfkn2V8S2BG4fSntqXxmS/maNB2I0K8l352KGohzWx00tiEAn5zzjDOyhgbXUR6RoylQQSSsUMgk2hhOR2upqJ96ZJrkfvV3SfIQ6gLSQmsBPO1+zCLDG6IEgxEbX/tOIJ2WNyu9anqhMSL2uGfac7LtLfmlyzs5iEsDB27i6McYhXtT1RHyh1nb1rSBx5catIpvN75n8DgCyprHUcfhBFpBgOIKa/KYD12PZWe7VPIYi/zQRVURPRp+thtRzxWKeOf/JbauztR4gQNf86hrbVzmUfFa/hHgsrbSvtVQQ1sHX+lp/LX2kOChayTl+3ME7xDkCDYJTcq4CaJXyCSRsBIfZCmDhumducdhzOpdqzdfSrHSSr9blYDQOFA9Jq9Nr9Oo9JEuqvTX64ebzTgMEn7k1//MU8u9azuedLP+PKffR+v7u2DM/vE5E/hEAv3f5/CAiv1De/4Cq/pf+/NfAuHa/bonzdwH4t0Tk/wDwyzCTDT8B4O+A4bT/DsBP4yO4V9D3SZxC5bF9Ie8s76lsDiwGhjxgjIsRObK5CIFteHyuAk07dl/PQ4l+bIS0r2OlsHATZtePXEHRzcHdwCYbNlzNTzdcZINDq+AGDhdzIUdQIM5tRL4DJ4tdLtjn24iHEJLPO6Ya0SgQDEnxjqETce8QgouyNR30TQOB4iBwsP0EzunL9+CTDiPahnMARgGAsYOxBkKihBuobbjkW1ARi2qGoWbMvI+X3FGKcO7LvTtTlmMuwF+0ZHLl0q5ebq4MQx4XXGOjgVEnwMU3Gd/wFb7hCsvtz9y8OK5qPqKdWJAEjrUstkuUjb1szhw1lTiuRraN/5ZKWlLU04JTJI4mGqy7bI5QE2oAU1Wo2KFGGH73vG3sketTtRpKuR/HcZzP1iysT9/wBRqiYY0TSJrUAQeJizM/64fiF/eO4gNOnRNTSSzkrARH0JJtAKvCWanSpHnoRBE0RfZbnhUjxlwSp6oEemwZ59MFMWzwiqT5CHE4iX5poJDEIcVYHbilKJyvTYpyODUixdZ6YqLwVD7D0vBvcsB7CpVMWkmt2tlMS4tPXRlfRpTdd6fq/tFHRsIHZsw5lMAutEUSEFSgsnLt6uCpILekk9zTnt/qF2WrZRkj7+SpNqDZyuT5gWkwXKxzBSzWdT06I8eQlnokM9gP9zgfhT3Zj3k4Z+p8C04ihEswEGOWY7iUJ0DuCAmT2oPTR6DgzK++eblr0jHKfEyvIK+MFlvXSm0k49UZv8bMdT1Xh1HbIFqlrjMaBy62H7nfwQyEr7dx31KX3Kura12W5mytXMvS28HGU2rN7bU+0yacc73TQi3NaMW1HXlZ4bguZOg1xV6Xp/yOffcyl+OmjiBOoS/BEMNncT8O4KeWb7J8+/EXpPNfAfjrAfxWAL8FwK8B8BcB/I8A/hMAf0RNxf8Hu1fQ90mcAtFfPPEz8SYjLgZELhC5YBsXDDxgG2+C8zawQXBx8wup3tsenIh3PZpTd0DcHqBOQHiH0AjTKROiilCj74TQjs01Zm4Y8s4B3cDNOYHigG8bG4YaENyxGwdwmEa/4QTe0BEbcj+V11b2lUCqC1GcdomG6BElzYea31CxNpmm4MXAmymkMa2cduJPcCdwDqDnkyKeRuRtLu0nC9GnsPj2UpZnMfFM1ixAnjjQWswkhJ+qi2ym315FMwu3bxYOWry7uE5e6C9+XphJjhZsYw/xSSkAroTlc4jlIje0GMKi0NHF3XLDm6gbVKRDoMdeFvb70+KcffMc5W8BdyQK3OwIRQ+T+DNQZyDe77W6CGqAVgmeLKA2HkIMVEieGJE1om1IxrFtzORJGk9GicfBYnUeSRVbOqEspdDTCx1+5hdpNkK/wohs2SRPK43u31WN++ki1UHyKKKtkpAtoLVQzw1U+v0sKmTxmVp6lJCJora2dgnE79htoA3FGT3OUUGIKEhur5Mb4vl5eVKpiN8KEqDe1bT0Z0guRMm8CVU9r6DS6+p0lLKIbpEC6IriZc7RVeFM7yfvAXZSHBBIyz2yqgDsBPDVL2P5rkCAubQscQRnSumTw1jr710xC9+1g8ITgPmUX4AvgqBR76qdl0XLO5VVBUgswNDCKqSkWcFerEZSxqxkMRlowvYgrnMMm6OjKJ5iL3L+CffyOn40voFliMlra8zm31ZTGAqNO/CtLfpK1L4wvK2Fa5iyZy/1BjTGtra6Gw1Qd/g66xFV0ZJY+irEb8mVwEu5DyKjB6ft+sCZszJUrcynqcT8Bo6cZBaf4eq92fZXegSOgw6dsr/qPjdQ2hW5Qj8F2dK3x6vu6Vrfc+ex6jHfc87onfu5fyr31Nh4r3RU/yiAP/oe4X8fgN938v3nAfz8RyrWk+4V9H0it563VVVlIhvGeMBlvMGQK67yPVzHV9hcw+ZV3xgxpHZROae0Lcs7pnHvZGLKDTt27PJoWjv1EdONwE9xQ/DYQwzFVy0AN0tL7V4gjasOSZBHALqBIHALTiRB4iYbpjjM08L9Cy7J+YSv5DWb6HgKBhhI3f0U19TAExQml3F4W4lzBc1viGDMfDbSsbwXoEeQGGQ0iTfgUKa2fWn/lvfvygioIpzKe3plgyzcvFV5igE+B/qFa8abdurgQ7M1Iw7tlJuik6xXiNVwE69L4lLh8Gn7zkJesP9WDuAhLKLfcnPlxX1C/HrnI8c971ZQQRGNtWvcHwNbD1VYOG8kwkGgt3Th0ll77E3cTMWEZEU18uHcUQcpLHeSjJ5m0IQkohwsSQG+K3bDnffT6ZMtCWSbnrkVHMihDwUpaO090/p6+im8oJuBcFniCNvvueQxTmojtrb0Z9k8pJmB4IHP7ncFOTaoGIpAnX4TM3KE+B1PT2eG2KeT3uW0fneJAfrzqMTuiyrEuTCquRZYOZMgriKfCH8kXhTG76CjgsUEG7mAxHBBiljW2dTWoBNRzydJwzPu3ekpwzGvZ52UhyfSfM6v1W8Fh9VV8IiyHsvT+TcAqL0Pk3PIMV02AP/Uytgie18Fcct+zvVrbdHcQ7zTlwEV42nxr82RkghlL10Kl2B07dFO7GeIrHfsUGVDtHZY0uO1XF87ksZXrA22HI21kvadIkOoHEOsLuibOwOXB3lPu+dBYTZPa61DWejJNVFarGPJmNYJBRTrxnFFWN1Z6s/N5cz1Xrnu5/Neq8Sr+0zuFfR9FseTaBLIBCtXbPIGF/kKV3wPV33AA97gigdccYEoTNzSo20uxnTD7uBg4oYbbnrDlIlHeYdHeYubPmLKDe/0az88FihuSEiiaFpFVfzsnYphDPztuMCt+WHTze4CIpXADLlgxzCQKHbnT3QUYEZyqS95BDP+0TaRWJ3UjYfbvqvUupg0rot05QkYRT4JNqneXZQiIsYlFJHUTao0U4FogxHZdEB4WISTYiv8Kw1xIGCxmeclTbMJ3Bzztl2C4PyhDUQlpxYagI0bkBYQQrBY7eDFNhvA2ts10klCdSW8WMfa9s1DxThX3PDXINF23PoS6FbgZ/+pbGX9pksqbjbAT/ZDoKgStUgx5+EHHhQ5FBmYc8Lsts1krngmOmcTNzPfHYg7ZF724JJQjMwVwXiatb1SFHSs9KrX08Ek+v2fumUnSGZrHInImG1P7sVLvGi3DuSljGXFKG2Ra9jRDERMWhDwGUDnLEoB7bDLxX7xtSP6Xgy+hV8AQbvPV499gvcmaPcGxSURGII/EyjrhKXJPLJ18wegTkH2fid7GgkUf2yO5/riWosl+yq1YXIFCOoW7Yt36KryBoCPZS6MnSxsOEJq2us4u+/qUF4JyG/T74wUjbFaxTg97Kwioa2++S7lWe+kyWetfgVgC7h2lrUmxlemyflwrB9XP6tfvW/a53iOuVn8mH+Yp4j8YtSVldbSOYyZ5tfrUctZjk3ie5Y7xTbbAipZbgWgswLW5Ma3BIHSKuz3DknPylLLGXH1rA4l7XLVYN3tuLec+WUb3RdrrGXhnsv2WtPMOWhp1nLWO36HsbW0QqbY02nj5U45M+ZRkuFsBt5vl6fdd1YQ9Atxr6Dvk7gnJoYIRC7Y5IohA1c84EG+whv8GB70AW/0AW/kwaHWwObmClCm202nGSrXHY+YuOnu4O8N3soVj/KIm76FyMAu77Droy0mavfmVKf/GsHZTqNdgcvUHSI7NtkxccEUUy8zRLH5vaiNAlMysekGxcAY5MssRFwQkdwoyvIt6Bofy0bS1O2X+KfiRSoYQ0IbqBH9STAaoTWCCA1xUd/ACATpx57kJscPcUejbuHk3k1AhXVWf56hlAXCOtrSrpjY4zDA6jv93WwupijmpL272LiKeCcmMHgnArk5CRsoyzzBNKT58d7Sy4dyv2Ui5W9PghsRTyz71fXqj2jVLcuKrK8RQxwXOV40FMZcoLpDBu8y7NCRoEp1Ymwu9qkTGC6qqhtUd2BLcWyV6f1y8UMSqnhQP4xQ1/EyPQ8Hn4MbpPlRQ71AMcZKlGic3o9Cy1IrZtzxUYqfElAIUsPsKIwJEjf1LXOsPXVGctfxnMTzvBOnqktxciTu9FErKuct3xHvClMYZeU1MjJmYNyjGqAwkUUd2B34hcZQIEONQpqIpc98rGgO7MqhgSiJ1RzDcc7kYXZfwypoy1pnK9Tf2kLhH/P8jBzLfghesnq/xNr3hGBVAUJnKccSAJQDk1LYO3Fq/Q7pfct+9d7eKOvNyuGsmi4PrgA3ArqtiJAyzbGkWUVGqx+QdzytzXkXuJfzjNjmeExAiQBCXLs7HGwwwtf/bkYBRbttmGiwTGy1rFulmgkjh7HoELEAueaX35kH93hCEO7m3WwB+fPpx7az/S0PMbvZgvM0E0zST5/NrwKVODQ9xPO2kdzpT0EaAN6/W3sWyJ0pDypzTJ6ZZeDc3uJw0/5vsiouy3zYPkBffzhi6DqArtTKsSxM95hf1v083qv7YXCvoO8zuTyt3vzO2RVX+QqX8QYP+Arfm99zwHfFV7jiYdgSeR3DOk1ycTb7bSaqdFPFoyoeseNRd7zVB7zVd3iUr/BOvsajfI1HfYtdDQju+q5sjs7t03rHy0w9mMGG6eJWRvAqpnFOcDHSyzV/GtGt2GQDlJyLEaCLte8niWinbvWkqZoBn343i3vujjzZTmCTizqJOG6q5Apw0xjYQtzLxFhzEU5zFblBZemTzMueKCd7BFqlLCza9PahS9BlQM4AW9aJoJf2FlkQa4uaTgd2aQcvN6kzx039+B04E4GpJ6n5JUuR8XPrOLrclhGbYz+LTFhBkolnr8yDtz/MmAfD5TcSRcUvnh1IjQwXbe3jPvSVlnuABrAmINcYm3n/yfMNEdACUCnKGCBPSzy2VknH45LrJkLiguBvacsyDtIvSfTz3l36UJaQC8W9coOOo4ZtVSIHV8Tu8HHK2+ESAOxEpE7sGhdVzMJ79r0mEScQE1eu70jYZLBUUTl6PV7VNFogpPibH6pN3SGxYvkIjXWXh0hWtjSW3fulzi6RgxeRDOphW86EzCfaF4j2ynasfVYIQK1joh/IrMWAj3vIPUIvw7+PI+48jXcXld33Owu+1qtPjSXGwgWtiXSmev8QK9AqMlrSOgN2FSAfV+A8TIg+LNc+cgox/TqXpYyuWo1O3EciZQDOEiK1r66Dk+mtO4fc+d5LoaVkdf7l/KnZ+Bh2wFuW+6ihQkrbMHJCsVqWnFr2d8N5PJbtThVcZPx88OZe0yrSEyj1P89CSw1q+Za9j+1y6O0atu/i3FfPwNiIFqttdryP2MuZ9Vjjva+7Z+bk1X0a9wr6PpnjUsTliCS1gGJxdofvAVc84A0e8JVc8YALfmxseBiCqwgugyYHSCgBc1pqNxU8TsWuindz4BEX/EA3fIUr3umO7+OCd3rFRd7gUd4WLt473PCOlEJRwsGy8r6MAT67WzMwcMXQG6aY9s8LHqDYMXDDkAvU7/4Ntbt+tvwa2K12tHrb1AU13ycJcNnLV4U6ULUY8xBPp4uQ+IZBDX5cTFMsdGAM2hazMlGRQ25W1Y87shRCSaJPEzyUzZlRYtNzP+fUCtS5ektbEBDWO2CA31Vimvm1tk4l69jW/dTwHJiRkE5Rt5Ugrdpa2XtHfl2W4L6IjGHj4lu4uCi0l0IhCgdAXk9RaDGQS+iWMVI8J0Cax5uSIMo4szPHvyLGvYndWr8YkOY9QYn7f9bXCipGib5zbhbnlJT+gXMOheLM5KBJxkvCj3VygLwSqaWfj37p0u+MkHt6C6/iWBVYdlX7JJQSSLXye96sbswr0RDFBPw7tf7IRJqIcSinE1TdlKLjKZbJ9SpFPy3fwdnpc3Y44CJhRU5iliGBYx71JCSbEAc1/lPuVQVoK63dnmPdcK6BegcxnBN65DrSQ0pPpThyqQM5S036QaP/EGlX3mzOucn7bYHYViDRQeBTY6ZIVR7x1pMRn/CUfo/IAAAgAElEQVRbnXbec1lenwaWNYl1TqycQtUiDOEr653K3c1yuY/Ie4Tsr9THfaxgq19r/XPH44yzsqQKpJqfLn8rgX8EDnU/6GXr5cr94ljWXJd9z5TMP+8vsi4azVc1/Xp3eJYZrx4m1notxzx1l+11FZqM0eSC1+00SIHzVZP0yP0Vtbf+cy61qC5lQZal51f7L13QIq1V6jzu4TOb4xjo6b7PhH11n9O9gr5P5LhwrV/VRZ/MVpVA3EYexTkfZODigO9hE7zZUEwQ2F5DY99TBbepeDcV1wG8m0ZIPerARU0758AwLZx+90owsG8bMMVswgkAvSG1w7LM04kBEq7DjYgbZ2pz0TbBjiGXEPkcmFAxruCmXOZXW3+y5KUhdhH33EKTooEdEvAk6vls2i67Mg+jh0rbawEiQVg6web9QmIyeJMKFwVTF22VBvhIpKYGuNxASGSbPTEXx8hdFxLaNY341TjV64vzRL3jhghTaZt+AllL0Vs5t8x8yuZJsjnrsorGzFKO7hIIdhAIADILAO+tXUp4z+XWzTFi/4UUMxTU/sYGLocYcNFaUGAI8BujzoElJ9XSN024zHkGyDZCYI+dcvp9WAGgQ2PusNeiTwTul2VRLwvFQqtfcBfVax1lCUo/+z7+OMF+p+OlNLN2L6QIpXPCfXwfCceVmEyiySTnkpziwb3FIpCtIzYhDNdCm7DSAAfUZg8C4PEwSgAdoXSDsC05HjTeznLnzV3Lc4Nghyl+QR70VPDJ9cqQlOVRTIOQ+1PXAfjaYmCqgsUc+6xFtqqwUBhSeBdKUJLEWc4qPXTzTCQY7cByRm667EYnXNw03aCRZ0LSLNPqOhGZ385eOBw+iGRkfM0yVmCph4GORryv6+KSdIztzERchb8e2q2KjdZRbp8cjC8cWOYzqjgugbfwUCNX9QoXKMWipXzC/Qz16C9ryVFIX45bpl13kArYVEsDloO5KuDIErZ7fOUZSN29LGH+R5St7h8KjX1TT+INF281zhxOwuQ+tvrV1jwrS1UblQde4n5UaqVhWqKOk3rvdz305CrfBmLx1fa27tCIsjCAwBTX5TqeBzxritkWa3m4r2fpGOO4n6+lfLl7vdP3ed0r6PskjsRMPRPjyfDAGKYUhTbwLrjArOUNXMbAdQge4he4DLW7dE4gQFwDpApuKrhOweMELlOxTcHbXXDRieG2697pBW9dtFRkw463tpBtgtt8B56rG1fNuR8K50iob6SK0ThNgqkJkKjBs4ofiri4lCIISiPbUkkx/zZRT+F5YnJuAuTBTFMIFDfcnHCmyndqZzTiHnHh3perKoo2FU19foA8r6sMhKjjTD+h8hL1pVHZtwUkad7riAVXDDjnVuzbSwGodXPmgly19PH0Mzg3cQLtaVaaRKNo7mflDhFhSRFWDcEWCsYkEZ9l64RcPZXNWvI+FonAJJatWRxeSqZIIrkMBy972XCScs320Gyr8HOtciTQaEqjcrM7SO5cwLwXaH6VAx6KdHws2t0xOBisqc44wAhySkPXKoIwo0h1vJc2rxxerWFLY0gh4qJz9NiWkumwExNQcISONF2AozsjjNu7WBntntxShAP1PyIjm2dq7UcOOwAeOAyOcQdlBijtgmSMXR7EBBGb49LSyEIUXqG9BXcy5/aIxhGXMM1SMd0ARp7nxnVDkqdASd/ww5EDEjNH8khFIL7WskPUy+J+kuQZzz6i/2vbq2sA9XfW3T2jJ9g6BBydmPeS1zzWLnWi9zBupBKW3enZIOvJPemy3fx9iRAHD2eoDuk31ng1itSvaG3DDEMBcpljKkfS/szmoUZBNfsqkkmg0coAlDHJ9SIbzKa4KYtKPUzpf4SlcQTVvvE5OXH8lPuben6j0CR1H0vHg7mUsMHim1lwzpZDmsibbzmjB8bxujHYB1wnM56iD4g1xV66o++oZW/7rIU7HbflAPJ8ZFeourZd3YWfEAuNfa7GErQAQOw9mUtvz16tbj7izlR6dT8E7hX0fRInELmAerf4Lq75UmQzo+hyxaamGfOCDZsMbDJwFcF1M7HO66a4inH7tjHLxDPj3PsEHgfwOAWPU3DdBQ8ieDvN/PpVN7ydF1xwwUWuuOgV7+RrA57YMHDF7nf+VG/OVTPbf22hcsKXq8N0Am8DxeYsjCCVvNgmYZpA1TcqI6ySOhEgLnPXjcNqSI4Y7RKSs7c7wLNv6mCPHBgDrryvVbiA2tOu5EiezcfWthB8PMUf5arBiOUUQjBrnqagoiyTLa26xD61lJ5QWeWZp4x1Y44NvLRvPvhNKBIHAS64BdDUfB5YHAnVfM/n8q4n/nJMAUBqdazineia4Q4nnsCpH0VyAggpb/kxLHlwTd9qjImJmX7CbdbHnh9CiMfZhdw7BOebaEqDS+25qSsiAlC5gHMFhnBwCcYFSF1pWUfyDmGrRRBlpUFau1kTzz7cgiDohNDRkVAoxOtCaRPIP20igr23g2pTbK42EhkUdaXtP5aTZhQgRRWQPxtHbgQHN4mZagKiqxCytzwIMbHwBF+cJ0xFJPUEQ2yOCwR70eoKpAifCHBDERcNUU6qAZESpzyLK45BBfTOE62AQLRwzfw9+tH2h1y/px/MZaesanhQuVmFdVa5tw0yaJbv7A7hCjGqu4v7FOvQ+kau0LrLx8NjK8t7ZW0dXdZfSSAItf4unLx4ZlSPs4JBqXHuZHu2dwTgrHfhYvuOUrWUks+1RMAiQlv9hAp7tUcpa/8aRw/5eJRDmaqfHsLWPTS5bB46xBqKSCR9vf1b20Qu5/Uv8Bdsq0O8aJKlL3IFx1mrHOv39Cw5T+HYRmvo++YjlnBLOrnsyPL37sy9U74ce5/TvV+pf7TcK+j7JE4gcg0ulBErZowdYqYOTG3IhgsusfQCcLXSBqhQNKWLq0L2fQZho8e5DGM0choAoDqg+8Q2LraZxvyXICvH2PA4bbHcIWn/bCHEzSVROvVm0EAQnA0TyHJlG34PargCmCriqW4WIoiFAI0seto+AxL4EQYm94/gL7mARiD7M22yNYKaoBAlTTTCJehnFz9LzlSBM9xgFM4xCB+k6Ff2BZxAzDbtfYWiGbATPtLvs1eEJyRMS97gdjTcu5Je5d6VFlBf+nm08CjpSXs+grHcZJOUqG2G7HM+M7+Fyhs+/gVJg7LuIXIDcTXt9LM6B59OKVpLsoI233KDmz4OSLgLKtyiKKYpD7I5oQ6ejItsxPmOTfJW4fQDBwiwY8eQGUosJ3a7MyaA0C5gcCQtP4Pbu49BkkoaHHdQDHSS6CqEOsseXENyaTjj8y4k1rZd+7lwsgxCLP3t84PpRwcdFo0yjpqY2yz3qgRNnpGDhP3Hu4CyQbFD3PZBHEtQyoCimp6Q+Q0wJMdiBYFCkdGDX7Hm53Ozm4EQTJn9XqJmWXgfLNOuTxpjuYYTP1unUGq2lY93n7txe2t6rUvfJyHeRTSlAELD/qV/l7t/EwiA2vyQayQArHbvam83RTd3UFwDP/X7Cyi0Azb9ho7pvIQorCTvPTDriwgbqxdUfe0hh68dhmWaZ2Wp5iMqMKzx6ixMP67Xa7pnR2q9LDz6O/rZ+Fz9BGk647yFjt9Y7nnHjzv0uue0A74yf1vdy/272nZAXd/KUU2RNlpzi7X1kF/mWFtUICGyq4sfFCGOmQd/Z/stRdrvtWGOGFsfzkw2eB5a2rOu7ZJhe3tydTzu/b3Wr+5Ld6+g7xM4IzauTrxOjLFBxoYND9jGG1zH93CRNw75rrjIlqQGaXBFEIiZbt7rsxNtf5/ATY0jyAWB99Mggnf7xFdyMRvG6ndexGDno76FjGFip3rB1EfsOqC4BfFoWg8BBFGDWCyqGg3bCASiN1uq6mlxtAuJ8IXiDKfxU4l0Lo39TQPw5f89v+ueXEQ3UwFBgkEFQg5Lo1KRUyyucYKZiyEghWgygi3ane8SoyHbobVJFRdJwM00uZgft2b/1oB53pWyTYXq8pMYO1u0GZ5lzQ2gbkNJrtYyVM2scfcJI/4DcLMdyPbxb1WcKTikxWRGBZG11uG0l7A5zRpaFzuhpMZjEh+7qQFSccUFqhmLm6PKpH7a9kNC5QrFHvf2PJ4bkL/AONTYMj3IjDGp2O1gh3OsiVMXUxOqJk5a/TaOWY1wbBcds/ixDVDGvwUeNCXhtOmI4W/ackOkEHbfrypH4vitRJSN77UrKmm5zKsT0uFIhBfhJ91jzSAsUmr5lHU0FDFSyfFXxzjhU4o5I76YxILVkeWx9Xi4BRkx9fuhrX/k2qiZJqLtrIBhPMYJ41QQ5aKurGubfQyL8E/F8k6wegWakFlRCEMi3tysrdpyE46xsuI1QnntsEWioAOOjLeGieeTPeApgvKQzwdSny8FfGv+snyrYNAamkS1t4/Px2r3byX3azqCBHbq6ZzlXUVDE/zVd38W+mXetmzUNRWxr/OyQr2QcBSdlhLVxk2aG+h+JsXdzUdkG+QdPln8csyvfhxT/f6ctDTXe+kJbJqfFqpCzuLV8nSzBeNOmgqCOnPNj2CUa+ZJPOaY5hxYT2q+riujeNhtaZm1nZyGLIej1m058kSy59c+zhTPRuIdp3CJg8/svoQyfCb3Cvo+gRMZeNh+NVT3OE3a5IJNvsJF3uAqX+Er/BX4sfmr8KCmsfM6NlxEQiwIYhuiTkA3u7+3O4U+lgE8JC9X6yBvAG6XzwmSCQOiMszQupoo6cU1iG5yxaO8ddD3iIlHTL2FeBoVTazgpoMBhUNRKHZMJ+AmbjCIaYRYqlc/ysET7FXoZ66I38HvNJblOAhnuOickpNSwCAJYf8mVcROax3qO8BNB+DiaTsoid/YakUADUt/qNs0v/HNOJ4V4DDsujGOOPlOIFnOIkMGZ0OI5DqBEIS4dVhPVvJhvT9SIHrp3fxmwK5wbl20sn+XEPWs6bAOwzdbhrMmXXJqwBARpm+MGYBbV6q79q2NfgJco4cr2HcwCAmuNVsZGsYgyg/AU+PUMmthqtbP1S/uCIb9xQUoIscv74I00xIg8LOcozyO6rgdZ9iirD1EebWLjQlAe4VBIhwIcSHV2saOYsS9qHOwl316FqaShdHBrE8EIJHEoJU8KokoABAUFvJZTWQ5SJXgyuecXsmYqhimAiM7kJsgp69KKKSxFx+j1R5juTPI+4kMF6BAJNQGcRwCKerMKjalC8IZSYKtcGZ8mOzsH+QSI9JaqIm8xfDy+7GIcljE1jVVXJ7cg5ioHYhU17avld18x7FX4z3G4MdzZ2V9qavjh2DuEEBKB/AT96Qa7KRMkb5IS7uJghYOTufU1zQ5giQ+Roq2acTMrfn3EdPntYUr0kq5Eqe/+B3ZaJ3swNXypLZ8vqmftP/2Uo4yuLbAgF5cSzgUTzP40st11Vj7P49uWm+hA+IFyCoPJDN8/s38+pjIBbDCu7Mcon1OB7mXXFHWp7P5JYdavLov272Cvk/gBjb8mu2vCxG1IZtr0Ly4mYYr3uhXZqxBNjzA7t8NF91RNdGJfQI311Y/ff+th2U05lzXKQHM+OowW36c9iZaZ+KWm9pyeZkD7+SKRzxgg9kNvMk7POItJm644R2MPH2MZa7aKQuxxkqMA0UjIrCr2j1GGElMYEDVAo0oLMtbKm5J4hYgWU1wyW/86wRzIbbtnpqHJ5eF4npVPA65cdraLyg0HbhfKTl5UsAfCjEXAEr8ZFOIRNxkhp9aBrJH4x5UYMi2yPZFiLp5xEyH9s8C8ETXRF9kPWq8SkrKSX9IeeLPyPrB7zaJoP6MUPIzYhMZHkdKOYa32WgldT/0DYjtSFc5H6FePcrOcVQrnltnnTMKxYV+LnJTbtXF+KPmNoqFEgxO+om6KKiNJTPN4RrfBH73y1K4qBY/NT+xtDZJ0dIJ1yrKUjk30IaV3XG15mJtXSWIKsy0RILNuPfooJFa38yUhBPf5KAWLvHqqujeQUS03DlbmbEhkn7HEc7B10B+XakLU35UbqRVZSmTc2DGPOPotTnNSc0DNrMEyXFLIfWcC9NzkcjTZkCaEbEx488qGLKB4tMmLunpS1FsBDtxn+DYrccrEhyhLJlE3bu0QCVwC5EnKLHcTxH9O1A7ToPLK5Lp2nxQri6m/Crqa2lF+vEt55iNjx7GH9izXqcMk2uU+lpbgAzHHNNm2OVbtsX7uc9CxHp7x0a+jvUl+IJJMlzsBTkHV+C3ppPpy+H7uR1KhrknGFolRNY0KyDscbXkxzA1j55f7/nqt8KRur5n3mt6vMe9bB413kz/NGOT4Q5jN1rx3Peu4xys0TW/p9TOsp8f6iq430f6hJ9rRG0azksm0S5rHZ92Lw/56r4N9wr6PoEb2PBrx48jCGwIrrB7fJsKXK0KNhFcdeA6NlPUInmjaqpttLdpm90uwC6Km7plKfGFXhMY1BNyUQN/uwDbEFwBTDXghzGAeYHA1P5edIOI4FEvuIqB00d9i02umPKIm24hWmZq7Pe+fvGei4PA4Eb4/6m7ExUmmkChsOkg0IuMFL8gUUeSu9ypAkEaCbl+s0BiUUMR48z4uW1S+QaBLJPUKM+6XFG9fZ54O3EcOYsTPTQIb+ShNR1v6hAwSfyvpJ0n4AS4EMOVTem4YfI7735JPS6UGrJsxOoaSttelyC85yaonD1AQolFEKj0rd+Rhq/Nz78WbYxr6nHHyQmOxgV0eiE1FlaCsBC8S9Ur05YbOQVpU0Nd8P4g6iOOpzbIu35GAGsNbQcTmuFsPqrf43NtuLD7f3W87prctx1UTNRSAcQUx9DUREJQH/2yt7BhekVo6qQqp6F9QQHHf5pG8f8x4OjnRFKMwTqHgHVcAQSCARvqqLPeDqK/wZyl5w4DOPqOQyG+LsCgiT1RtDLyqCM7F01toIvSCpWYZAq8UVe/lDo4AEyeQtX6K35Dx8b+1ML55zhvnEDE3AqTKsK1o3AnfB+ogA1R0pIWG07VlboQABelLq1tzSU/xTI5CvAhldQEYeg5F/ARaxXvOgV3sHMQtSbkfg1klvtwdRSi+L2Ee/htulq2l4Vnw/tMfAKw1RF8BgLPAN99zp/7Z2T0+55eojjorPMh1yGOu9iulvrn7lb59BLrRNzVdpMU2R45omONKt96WXLG5t8KxWYpSW2Jo9hyK/vSDxl/7eFVJPSw8pVwNVbvwbZiGoGHQ885Oowz5dW/pKUtB2lhdalDtCv7Q0rb5/L7Xm5+AYpcvsvuFfR9AneVDb9e/ioI4AbAaZmP9zEGhhNGAzDBx+Hvkvcyphq3TmHy91PEjXo76T2o0S0XyJ2YCC72yTVCBA8boHNA1OGHCh4xsOnEpgNv8YjpnMhHPOCGR+xyw0VumLghlKWEbTwHTk6sQGW5z5CnSiG6Vu7WoJBHHWpVu3sEffbGb2HMuhGgdbHtBJ5y8+LGoR1ihgiZ4iS9fu4Y5a/gD0QPvrmJAEouAjCnIBRvhDCYQ48peX+ocjDITYhFkxxUB5VBaBUil7HjcaXiJIhDltZ+tniy71RubyM3wflIYOdmIExUk5AwbTEODNdmRx/mnwRCpAMzc5HcUs3yiC5l85oM9seJX/gciZAjsdi3RRKYGDFaAKQ43/QxX6Gf+iHH9LjKcFrDzbB1qXCtt5r5J0+7im5O0x6qNCHBEhTOX4iAUjlKxmVeHOM8kMnDEyeGpJJUtVxdoynne3DFXSyUYx/sE2+/ZVgGYcv5wrH4JBdwSaOd3Dvxk8aMEYSQIs0+2JyHcdUFZb7tNpeoLIbCnZIEUKqB4SoOKOMhwZ1BxWEzXixeGEHxtFHqKWJgWkY5bCHgi3vEdidwulj0xDw3ERHNW0AhJMRvTU9pxou7hZZZ+M3pbRZEf3RSrFxULWF7UYHYSRcCzo32wdIE8XhAQ3DSQHt97t1u75WjdTJMyK22sn6oW9fO93drHU4DHGpyBBqlRJGenrzHtydA7xnAWaFC+HEe8C6+ShkSHKFcez0M+m7Uj31WLlTn4pnkQRzJAZoSA3UPsJgac1yLnyDXqp761mKuMOhYLqAaNrHxl/fvkiOWaxJib+vlTEHtYx1Sl29te5Zw+L7ToWrct1Zt8STW/z5KetqVFqrt0/2TLtPFv675r+5Ld6+g7xO4Bxn4jT/2xoyqi90/G36SfJvITXMCO3j/Lk9bq6TVzSmO0A8pBgUggMxU/LJujoABQPG4l6KIZZ+KXRRXHXjUgducuGHDA67Ydccjbrhh4iaPuOnNwd+OXXZM3DBl2n9VhPikIO4QAYiTaxL5uSxOzLb4VQl0IJfyQpA6AUu1+iJUee+AqtzDEhKkTrhp2VRrKeJCvXNzhA2/lGQtl9cuwgszjSXddZ5pbm4p7JT60CwrqpaXiJc6WrMEeZonjRiNekTtWC8j2ioHjsCLCYqQgO2KVzL8VmKVu3pKWEfwNoJALT4Rlr2cUJBbqYSomoyiTzG4gVYlGVkioJwpNOCYTZDk7hFrVKJodemn6zAInrMAwW2uoHGWcaLQ4B5OzNiwYySLpW/cwcyL3MJqT1B9Xk31OaOEejMA6M67q+Jhyj1BcgHz5uGMw42JNCWh6gpnog4LCKxacKNB8/5iNHBtB5nlO47PSFyxPtv7/Yi1tXu4Cv5sDtCAM9ehaiIiOZkShGZyG2YUSjwtm8/JLZBGruV6lSTWCP6seKvb/OXxx3QicvdxX+aI5Fw3rtwO0RH9nyRkio7GSlC4ljsE1PMzS1lXIjkMXQtBrpV7CHJkqDZwToBmc1JzvS8dKtwbSq+FjilPs/XygatSyOA4pACCy38GbvxblQFZ90c5eT6+3xeDe6l7LraJhsPb6Pnw99KeJ99a2IXr95Iy9vL4HhdNrkH3Zx/lPpjprnwsGyG5fvbdjmkFTRCs5wICrRJtnNe9PcHbupN2P0SIDgF7/aU8Y4kjMbbzsKXXPBXo1JpXMCUlxbPcamrHnqqA9dwd2+AlfgtV8UT6Tztbdz6/+y7j0+8s6BORXwXgnwLwkwB+CsBvAfAA4KdV9d/5mHk9jIm/7df+wM6MNYVhaEtPseHdFLy7DTxOO2t+ewMe1Z5vSEJTYeAQmirOuVlywyWHkADPgwGgPR173Uif0dYC7IT3MszO36ZG+l0heKc7JjbcMPEoN9ymgb1bQMIJld1E1nQ3Qlduvl4lQWUbQ70fUJffXO7WrTfCaHI+gnTR3DJmE9nsp09pu+2E/A9iVQ7x7i+hchoiNLN5ECretw7jvcfhoJjAj60xYaroJ6ADItPvM+W9x5UqSVXUXYzH7iyxpP1EthqxJscBkltm335yi6qAiyAu26LCya7ny2k9WE2yj3PsDh+vHlZIN/oGKrmRjxJvBDFp7yDR2e6EhJc/WzzWcZawjBcjyuMpkqil9jHaejIxXiO2aaEt7f2RelPsXTCuCm1iepsT5M3YWF1cFBIgb0feudsdRnA+DIwAOgRuBIy7m5aA8D5hcgK5wghI8F8Q2j19jg2hOPcGdY2e5LCrGKTxBk0AFRwejqty5qyABJcRqBdG+il7f1/9skVPiKC4EGMEokie1KdUAYk0rhoTpqCFnDArO8GZFZXjxQGWDMDtWlaC18Y7OQo7EuDV2dW/ZbwRedS7f3DiVtz8R4iJKudzmW9xQpRzcxe4Ii/OY2nxmoILCNKMBVeqQoAXP3Lk406r9y+HWI4DdY4j42XP8RAiVpW68Pqh2tN3CDv5zFzaHTGKfK5xo3TdcTfhul6/y8nzh/gtzfJerpZbcKzHhziW8yzNl4BTztx8PvrfmcHFfw1V/OIg+bgyEFodxgT6bD22Xy11hs3DWy05VrhorpqIYELMp5qIiAkSweoRzDpeqpB5Uk01XtRZ11Et+U/WOmQJzuu3pIO8hlLb5tV9+e47C/oA/C0A/uNPkdHDNvETv/ovhEr0qcCcG97NDY+3gXfzgq/3C76+DbzdB97ODV9vgq/3gccJvFPB4/R4CuPMAXbgXhaLAQ3lLyJmwB1icGGT3HQVySGRYTLWmwC7CnZVTN2wOZG6q+Kmik1NlPOmwFU33PQBO3bc8IBHPGKK2ci74R1UXAQNWxE1M2LK1p2+VKWjONx5O5IchgOdanePYmcdnp2dSPlyKrBTaqiLeq4bcV0C38/VhZk22mpaFSjluwBF3KQv5Izn3AdNgi1pZQm8utYzt8Pk0AES4piWVN47TB5f2ijrphfGclfP/TTDBNfOOX+jhbSy5zcjaCnOOQrBytAJ7shJkHbIIQpg+PYugGDzNL1NNuQ9ozHKXUdNWwXAid2C7le3SHUWnkKBYfpyr7A5RLFA2+CzV0PcU/MAhuGmkivoP3xWU4DE8VB12V5xce20aJo9Y1ZMpmXcu4xH0xKW5gWEoQANzGvV8Fk4jvaeSpBkkNS/WBo0H6Hq5iO8Lq7MhEBzOJezrQOa84QAQKFmDsERAM1FkDAZrhgnDjnuUdjoxP9KwNfAE7NrRT4VjyvyqkWc1M5TchZ1DhMJ33qan3FT5LKUT3IdC3AqJo4Pkcwv4hROvTJN9fkwouhxLCN9TjLi8HvGNk4Jxio5XMKW2qU9zNqiBWRpJeARexQiNZKV3BEyrNR4JdVQyNNo7E6K9pQQE/Ol5KqKtHKyrGfPH+L3IW4FN08BsgoK7t0ZPIKkIzhi/+atEo11sYtp50znvraChZ62lO8avnWs1TwViDmrSworIFupDznxo39ay+R7ju9RRkQCpPQ7A1K5j+Zan2YTiti1+5/nx50odQsf8pNKOSxmILTOqREi3kmhFL+ST+ltxHWUNjqed1+Ccfbvsvsug77/D8DPAfiTAP4UgN8B4F//NjJ6c33E3/w3/jlsmxE5t8cL9tsVt8cLfvDuDb5++4AfvHvA9x8f8JffXfGD/Yq/9HjFX96BHzyaeYWp4ipTFLuqgzPbyEhUuNoUDOf0DSeMNgeA9i0B33A6wZl8RrKpcTLmkNM7mmMAACAASURBVMjjpoo3uuE2N+wycdMLbjKx68QjJm54wK4GAW94gJGMJhYK5/5RFDPEM0GgVmX6DSStMKsquwgun6KkB1A7YpDFNMMgxhnVtjiZszskRjjFIuj0fkPIZSl9fmHLDULWb1KWfT9trstsmLdwjqRTd/j/2XuXXV2SZE3oM4//3zuzzpFg2CAOtIQQiGbCRSAxZwz9AowY8RLwQEjwDAyZMWg1IDXoILW6EX3oOlV5W2tFuDEw++ziEf/aa2dl7sw8tTyr9oo//BJ+NbfP7eLJIma947lUNdNlngB4UuFWSicqFKt5KkBMRc3uSbR/0QFm7KKeU3uJ/Quev6iu2W+3eZX8WoC7aLMzqf5NGYVpJSMwsiei3+Rc72D9fNBa+mBQs8VV2lEPU7lJ31gWqtOJcJUS3yqQqt1dRPVk5p3oYJBqoWBcfHsmqEQqTlv5CxhknKqDvGSqZtjoEizmmp2YLp1LcMhWMF3UlKqlbt9o18dkT5EVMnDt7yTeRn2s2wtVkGTihg/ywlcmTVnWSgMfbYVqS5MrMwewkQTSEqlfE2SW/H7St/qduhrzXY6DwI72inMXd+zFtUUJJCAQLRI3BYqIP79JJtCjzp5As0wBwuHN2n/U3MzVuAKNWEgAuCZzLIe0kYXMvEqC9FeKGvTDfKXMSqalVMjeF5qPQj/LwVn25CthTsyqWXB5EPDLB3nwXMNJpfMNbemj8dp3q2OW63ScO3WvZ//Xb+TY9D2wgkaNvKOQcU2bUj/EWwEmacha+/r1ukLX+XGuj5zek85xf0w11UI1ii1gpkO07/HXKkXr36z5ah926WP2toR35tqKypusY1PpmUHh9/DbCH+2oE9V/wmA/4a/ReS//Lm+dfv6BX/vP/qndqq/H8DTwPG04eWbj3j+5nd4+v4rfPftX+AP3/wO3z19xDfPX+OOr3ATuzUP+w3HNA9rhzOLu4MxOm8/qNOu7pRFxDyAQjGG4C4I8LcJcOMKFpsERVvJGNIJYNj39sOA4S4DUwUv06WAmHjSiQMbDkzsescLXhycHhh4xtRpKeXAjhdAaC+UkjkSXyXgCz3ETKNTEQ4noNBZpYYaNn5wwBdssCpCOTYcPCDKjSDeeKmbgF48fSqsrI8ztZUrjd/9W1SHSoa4gItGyHuIDSk8/UmLS7DV7fRSpXONGyXXeo1Gqpn1zQNF5Q0B4vJrnXkU1HiEt8Gh1S61fIGAj9I95FZsIJEbey97VW+OrSl50hwx6fHtL9NoymNZbnMr5DYmFBRyhFUI5iTyHc6pKlxS5dNiioSasltWpZRCFbTMC0AHQqnRgV7ZthX0CFrhW8bVq1CmA8HMd4Cgjg5krJ5cyy5xC++g4us8r1Nh2cZK+GGNg5O4KgVuOxdx7HOCloVRxePwuex4VzztXv2qk4QEcwCt25haA4AKwmJuSqgPpoReihSb/cEvFpAX5fQ1ZKk4C21Nso78b7pjmWpTHCqcwXd2wMdDDq6znioZ3yESB1PnMiqwHSCQ5ZrMo74sE5URpaZKOJ/xoDafH10twYqv5Wi8TzoufigSHmirSrfW8ntf6PJ+VSXl+nx4LcKPiHsLGGP+n+J7l2nxOtj7qcNaq6tvV9C4zJRYJT4gbdw+57v124/icuzrnqvxtx6M1NjTfi4Zq1P7Pi7nfL3EyHnxPYtL51Pn1vAKGczcmyDBQZWvrRwI94/PC78Gm74/5/BnC/q+ZJAPwId/b0DmhD7twNMEvlfcf/89bn/7HT588xVuv3/BNnbcvv0dxhDs0zbLQwUfVfC0D7yERMQYyEPNh+bhjFow4wKMKbjJwAbBpgIdAzfn8zEkrnAgIdioAeSM7xymSnoDcBPB7s9ziqt+ulqoDrzMiR0DdzWHArseUGzYIHiWF5gHO2NSyIzMuMFs5mYbHUZW1lU5uXnzSRW8XDp+UxrhTCOBIAIA8htkO5BIl70gMOcIwREg8gqSuH4OS9lPANNRizWTDEZuLbYZVwJ+3nYebtjCuCKVq8wzTCVjIMFhB5WpxmnFdcDH5kuWEmVUdU86KWo9tXQb7eFYF4HDTLnu4fgSDzcA8D5DkVTVpD1r5DH8EZsZnUkybu2j+F7petYJFweaTBbxgtD0c54j4hVpDygwT465bAkqrCKHZ7IpOhwwWh/w4CcleiFbwYERkkFu9pTupHJn5uO6MxriDlskHctY3IbuS3Q6+E3pnq3iW3EWI14Td11SD2xinSLtBlX921u2qEh78oBGvV+yV0PHy2lFm2dl/a0rqcfl2+y5Pv9ZB1P9TPWsXIsJlOvkcf+XZZSMEOtpnaR0T7wHexzA9ZZsHCBlUnJdIGLyihiCMnrWxfIspfx4pu1veW6S7yJBsbUWxMZVQvP3iIXEfFnr2rq1tbFgg4FP0BbmAFzLkvR6Dd2iVoLGG3DsMp8K5HACVGf6m4c5ZyY4Ul7E4ZU4BTBUfzR4e9Vj52t1uajHW3Y9Lf9m/ZLOXtYDAc0/Wf5r+SsdruXQaRx0rVnmz/qfR67v+9f5ViMSKW/yoKvyAfnFTJurL8pxNfYcYz3lSy4haVx+L2exPPhe/eaqCSCA8Y6+eaa6fW8pkGPwHn794R30fYGgHz/i+Hf+AeTYIU/fQr79I8a33+DjX36D2198i5f/79nV1JxQzBue9g3Px8Dz3PD9seG+KbYjN3rANrxD1TxrFtsxmcDNGYYpAp3JWAO21w26xQcCSFLdEwLcCpGcw781BccA7upeR1VxU8WzDOw6seswEIgbDtide9u8meMX3QERTDUHMIfsAATT3dSQHQSceGsFdVWl82inmnZRdUkbzKqGzRGAOKX3HuDIIAFheS1AJ/I1/VtJ2wqWCiWV3OaCkXIuhqf7loVMFhzslDooy5FSO02GL1Q1RkEwkkBCOe559UJlTFeW7AQAl67I0/1z/1zF0XZIvW9eY1BGoLPyUgrDHQxfr2VIDKnmGekQcz85OwRYZMUk8fkp9M0v81wxbjUutm0FoILpH7XpkRIhpZ2acg2kquhNU/4zo1wDkDe19apaIZb9narQcu3EBAD3fHvTJV39XQGf29KyXjXO7Pzc1i/UMT2VpHIr03IdEODV/4RSeU0AywMeEYK+9AjKcsPixcWmUqTs61D2Of5anJzionUnQDAD0FiaEU9UURUfz1SnJHO8eb7dD26SHpr3XAOj61ocLd3FabyYpkYoeAtb0aWKlESmRBJITYDCqrrKuf1PnJYk48g9pEBHH6OlT5mvrH8e6mSvFmZZupRgUrrp9E205Ctl0nHTbP3k8wN55QQAPz84M9WZD1FmO1Bbvlf7ouWLvrkoM/omf09v3+eAxc8Jb837CPyshSmTfGKbPJd1nYnkWfH4yxX4PYq3QnLNqqzrpK9rfpt/E1T1eMZlbK7Cq72Q36g2fYUzs7h2BYsUL6Ce6qSyznqkvR9rx9qO1r99xp0sVaU8FNo7ihYLSgm05H1ruBBKv4cvGN5B308UROQfPYj6t+X+O8i/+Z8DxzOOp7+BfPcvoH/4f7B9/KfY7r+HfHiG4Bvoyx2qG+a84+nlA572G455w3fHxO3Y8GET3OheHHBVr4kX2PUJ4SFTBo5pd+3dsOHAgF3S7EtfJdTozD4omeBt+KZHkYgzAwrFHII5Tep3DHP8cpuCu3v73KfiRQU3tYumNxXs2HDTgRfx6yBkcy+CCOJiwI/3XJlnQiPyaZtnoE/z2X+nHRE3W0oRyNZW8Me4ieoEJhBQ21ocfIUhz4+hVGxk39o5BvX0LomnM4QiYddCwELgK0ImWTJPxPHbAjhTGY5eQPCff4G6RfXfWVIqVJoKcQFaD8o4xckSGw96ne8VsFXT1Q2o5hPpIE7q/wUhAWQWAkFZMlxuZcznw6c1D9bRzqgJhApnY2L0HFcdGk1Uj6HFzybXpSZTsoLAWB0at2jCrmSot106mGO+8htUIffKTapRK+tZbP/q+lTgkFxjkQ9eTrSyA0f4G0DdA3C1Wqy/UdS4yUwXSMD6c92wMx8sY30U8akQY861W1gr4QePlkV98jQFr2CufFx1On0YzvTvnuws5cu6s0SbtcNV8NFiq10uDwpJY5I2sHyF5vURYilnqFF7Om8E7+dkiX1F+3vpbc7veR393dCsFy5LyhbFm2qTFH2PQisXouJjdQXe4kCo9HWt0VItQBJ0VBXX86xSiN/DygSNp6+//cAjSaUiJKRvVFl8S3gDRsv6XGVaC6hddFFwna85jx/X4NPQkOvi9TVM8PxaW9uBTlmhdQb0NqxxfZ+v5T76XoaulZDzOuuyAsAy2aOMq9omd9HfXe9U1/V8DKxfG7338GsL76DvSwS5Y/vdX2Hu30PH3U7t92fI7/4W2198h/G0Y3z1A25ff4/bD3fctifct2d8HDd8v91xHxN3sTucqJJJHbIJmD2dS8DohvyQEZv+XQcwb44D7AR5CDAmIG63RwcvqkVCQhsNAVRdrXPYJinTvVi5ycjw+9Mw7cWAQHVAZUJ0C4YyGdkNE+7Bz12ZayNJMwFald6FpI8n/5Xxy3TWRUW1M9I+0ijne2FNEee0f+LRVJJcASixk6LyEZwiR4+2TfSOxVImIAPQtCKy7HSfv2HqxCa0uakh1c66JYQCxbNX1jkZqhandVNZ49AMxROWJgOkADbYqXvzwhZ94H3EfCJ5r6WrP7pwoHwhGa3WBq9q9TEWFUGJI28oOf/B9AVIR1w2N7ZNxmn5XbssBJKScS7IMoBa3k1B+uEQ+CUJnt5/s14HTE3bQJ2E2idEwvYPavbAcbef2JqPfoddDWOqlmaZZ75I81ID9ohZ943w5nmUBtn1ESPngV/dApiN78Y1C/WabkhQ5CqiwidedJIXz+eocHWmGrdJcth0ATAhpId+5x5ty5I+FAnzwsSatFH680U4sTu8qgJwwpkHR91rKNP1tYIimScwy4vZ4eCfhx0CkbnUIftlurp2pWd5l2BKC9n0EVfH13axVukNNEBhu+pBcdSDpBoHO8iieqd4Xxids6LW78Vtilr6zfcj+573nmS+oInlV7ZPGzVtoyZl6MXS8tqJHC/705zJFNpQgR5QqW2vCyBxiX1+r6SrCLTOJZC2tqj83msg7A1x+rn5Hj2j98PrhV6vKaa6en6c49H3emBff7qUxeau5D95gX1Y/uO6PCq/xulF/tM1EOVMompPX5VaZ+GjofXVellvW6/lC1q++emB8SzSJOu/VPhzVkb9zYI+EfkfAPwHn5ntv1bV/+XnqI+q/oOr9yLyjyD4941h19CnFCh0DKgz8TIEMtT+L4IxDBBBjakbQiDlm6fYqTuCjXJ4JLSUm2ZVR+YRE5vCbe4mtjmwD2OkN1Ca5/+XvP5hK0zuVGPT9mmeQQ+1zX0IsB8C2ZyBnQMvU6FDgCl4AXBnf6gb88utMGw3U/dSMymODYjsn3aAl9I/a2meQDpQdCY4QGY4cCGITEYLfNLCECo332Us8ZggXofX0tH+pzAxQiax52XNkonZLGeoi41oJ3uNbKPd9Vc2GQcOpvbWVUzWvzUOpeQR77Iv1Lm5DhHU1Mo0WzxAwFfbl3CXkrX624bTwEqF4/HdVhO0cukAdWXyWhpJS0vhoYYUhs7/4e8hJXMRBTaHg5XD5K0Pkn85DsUvjhUZYCzTm1fd2leZ7gaC5rqGxfM5+69pL6hu4xUyOc2rJQ41z7F3uE2huIp4qIUqbn5Yoz4mkypTUKg7dOLviRvU7+xTuSEunEeX7m10CFNUSqOG4T3USg1nTT4m6ncDWpdvqe3gUse4sgNwG0Pm44GT5xUrnXRjCO87RDyLH6acGK8HYbokLVIu3GuuoRqZXFxlntMusDKWA3QcZGXykCZzzfYLJXaiu5tfGUaJNdqvj7B/hAtCu9t6CPx6DbZxxPugVV5cXB/hwewkNfIOpPqrqalnDYN+UJXS/1MuQi1q4a19fdwIyFaQUd3ko8VJJqplXLmhb/Xt5a8wCK/E11Q5Wzr0eDgfX3OP/xr6+VTcw2L1lQS6PL2+l9aVcV3aVSX/dGa+HnZegTMemzzqJCn/AuceqdLp+o2UKva9GEsc862/1726f7/vuPUwloevTJtx/ds8/Ipvhyr4w654D7/C8JsFfQD+PoB/9zPz/O5nqMcng85nvHzz18DLNxjf/w3w9Adsf/wX2P72XwLffgd9AvSHO47nD5j7DVMH5txwYHPpgzsDEMFwtcvh9ktBTfzknaCPp69c6CYNdCkf7DqGobbRHhPYNmfKeXLjHl2ieNgmOtUlCyLmmc4+ZoBvIrnlMe2qBBEHtgSlAzdnACeGMVRk7x0A1zv3zEYor3vgb5KyarMXDiDUc1OUAiAV3SQYQsq7vAk+WPwhuJYK/rhNJRku5+RD1WSRKlYJIMjib95WH1PaBCqrSrlZJeZeBlWbVB3N1C2I8Ktzo+V83t9opr0g8FUSQvCcbXrcD7Fpe3UCoEX/q0u+3Aeh8lJ1LTXkdxHgtnCYpVWPmYd6Qro6dakSOq4DcKNLfjbLUaD40egVQFZt7RNFtn8ukZUhr4cztqaW96d3CQobcJwSdneq0lQ/D3WPvt7/WuL6FRGmBgp/PqC4Ke/m9LQ+JtNtdHkdhcVZKYdOALcCAxOqmM2uxrfqTYl27+AtalT/aqhA59/UJtDo13qLnnIS+iAnvyxI50oPGGzO4TKv6zP7KH8IZJmfWVCfIW1Vt6k9e+7JNngdpdel1oHywNJCVFhh8Skjr9dHAAawk14dTeKmBey0qySAlEwKoCjq8wCm9GsneKWEl9rK0Whj1j/7wsZwooOxlBqWd8vfSqHWMEp/1ilQz3daMUymgqMeIvoAmgqpLFlqSWemPEOvecN2jX6RArCj6nOpzJ8Sd6Ksb3kG9NSmc3hEs2v85wTaKr81PALTUv59BA4F8sps+lT5a1+d43Md5YHuuh4q/6btDcvIt7Wu4isOS+ypbrFc396r83MH7T38pOE3C/pU9T/5pevw5vD8HeT//J8xXp6h3/8R4/kJ49tvof/ye8w/KI4/3vHy+7/ED3/8Gj989xWen+94Om54OTYczpBRHauR0KJO0zzYOVE21U87CX8hkVA11cyxQaYt8vD1yD3dxR6blzX8UDEYYLidh2hI+jbPNxW4DYVOkxLqGFAzAcLAxKZbqFwNNfUjlREqa0lCi+0O3AugTmhhAgEEIOSzwKQPYS8nmQ78Rt274iWWl0xINFF+f3IrugrLtkA1z/g5Ee7V/QQtByQ9+oVkmLUWXq8wixaql+O9Dqajp0TAr/aoqCVkaqBMjmGGVCA9GnaJh10VYNB9RG6eRafUjky3/Y3r4AuzPHyeU5o2NMsaruqZJ6H1SgabrLbBJXNOSc9apyoBmgRxNZT4ALoLh9h+ehmp7lUkNpyPy7RRojQCZi8opRhw6WabjaC9nw7rHxZB5WUqTdIRjCe3u9DYF5uBvYjzhynV9YiUOIWKqeZMAnuxwyOqj/JsHP50wMGVUPVUcXM104kJTGP0c14QPBZpoauIW5kz7IHtMmHOO/j1EXkYBPDamKQoNmco7SPAGKFJEAwQpUcF0MZFxEIXOtmvUiaDrS3/5qo+WicNtGmNa6EHXZW00sDKhgUljrqlVMyZTVcLVc0ar1dGdFaO32CZSWfEV3KW3+O6reCxfC+ZVNPizv98MEKK2u0Ks3Qs+Xi4FOvKPlYprI9LhYMXTKuD7wHSXAOMpCS1P2fp/y6NqQPsX27XUPQ4ejXlumL27APWTYNe83e9WiIc2Cy2avm1PBzLnUujZWTs1znFvvvxcVd16XGf4vsrPSAdumrfW/fhBvYKzf3U918LtR2vgcNPlbQeyFzFvVajoLy6AE/JGfy4jJpCL2L4lC1ZZvNljvfw6w2/WdD3Wwry9Izb//FPjOl+foY+7Th+UMw/DuzffsD+zdd4+sNf4odvv8b3336N7374Ck/7DU/HwNNukjiohpOGutEZYBuAHrFZBsEU2rHYSfvuG7WoYEwBhkBniv15MTtZoylmq2ewQsM7mpLIXCzykHZIMtbcYMTByQbz8rmL+EksueVkLzJoELRk35y544XTsVE600IunPkKo9UKrxybAFWnjhenr8CPJPLHbDxsTZDZkPhxUybwQ2Euk/nI2hDYKpEDgFTjBMs/9aQ5SKAkrUI7A2E9XzCTqBeSq9ukSDAqNZ/Zo5kacncaY+0bKjjcSYVG6/Lidi3zjNOc0JX9MQrDp1psA8U8jLE29GpI8EcYJpp9Wb3XSnlXh7W6cpAS1+z/BFFnceO7lXePc4jFO4yyYJZbxiTiy1wN4FfTSton0vYPSMcu0IynfCjoSYnj2p4KH0O3uNMci3Qco9jUQGCVR7PWB1Ckiesxjl8t4aMU9oZAKJBOl9ZRxRtQtzsjDXAwpDbW0+Fk81yLKv8rqqG1ppLl1ffxm2tMqF7f2adcl34zoki78YU0uYK5WbwtQ9GkY+3zlrowqSvr22YJgK6aldJ568tg+ZVHI6R1laat6l3J2Ge6KoXjvxV0nQEYL8/OFZ8HYRGnXI+sJ5w8e/k1jv9yH2HadiUFglbkGit189czEbP/M3s53sX1jsJMm+p5HIvKREv5lQdSPdCWsH6OI8GZnvtaNsW2twtW3tP2WZpztdbvHLTVeY3TnyHu8R6ardNT6lreWmopk7SLQPknAHzr6nstcAV9OuWnymEp1/WP9Xi66qHH98OKtXw+AUnxO+2ph3s/Juif2hHv4U8K76DvCwR9Ap7+8YDOAewb5i6YLxuO7+/Yn294/v4jvv/ud/jh+6/w/Q8f8O3zV/j2+SN+2G/4Yd7xNAd2+P1cvmDGEIzDPW5CsDnra3dIoUhhyLTYYj/UbFl2V+8UnWZbMQVzOLPqakJTjJHbxDZFqoocmiz1RPUYWDCIh9hwoc4IJfMwYA4klt4COepw5qKKvLS5gD5vW0jx2FbJMvpxur9m3mWDTcSajEWDtkkVl238LUEePKcaZnzA7a+aq26qdWoRu6oxsKYmNBAe/1RAe6xBZs/VrDTykela4nxcB/vI2zjWOgvVuLRJjAZcAugoaAu5k5ctnJsAdITEmJJM9jrgd/CpP5PZcqBMcDVg3gQDlXghBmLsNH2IQqcxbOT96DiFTlNWm5sYiujf/F27ogmA61+OtAAp7ci44PHrlQ38UIkL5kK9Zh69+cyskjxe60C17DjDgK9RhdnmsR1l3do1EPZjQnC+IkI8TjE9brp9rg6JMmnjN4F2DUSVz8fRja9F1QbhcLI7jDRm/6dK358z8/il8UnrJrS6jvG52j2F6kWt1Mcof+eBUsyOqFMOWQwgONij5Fvty4aM7PygNwgJeg0h1cK1nVlR6EWVbHHt2pzNCZoq5V7f6TIssXc+s6IMuz5C4ksCpmOdvMEojOcCbcpxlvdUqnlame7eQWoJ4vbHCb7ssEnyACXFo/Ftpqs9AdhdojZWrjhavRBLHtJEW4UKpjyIq7uBt9rLsKsm0kaadSOjnv1n+a5c9jNuIxVcnGJlryC0AkRSTTfnUAK7lFoj4qIdnEq9m6LOpyiWcRWHnyfu0d6q5UF7QUloF1r8COzFOr/o69P3lvpWHuC69KQw5wpdp72SGp7r0lPycBVAmzfrJ+vhhJxa3tdMH5HaxbmfkXI+knS+h19feAd9XyC8PN3xf/+vf2WLbTqBnxv2lxuOY+A4bvj++SN+eLnhed/ww/4B377c8d2x4Yd9w9Pc8DxHnEZSJXMTuxx9g13NIJBQVZrBrMA31hneOA8V7AKIbpgCYE4cMoy5U2BXwU0M7G1qzMuQTjDIbFIKcPj/d2cQ59RkSB18dULDHca5bmdY4IwkBM7oUX0z7fq4KdG2T3hROxGnGXNE2yMkT4B+1lWpokJ0lCwka84spO5N7AR9q0DGL4Swk0pp0dk3iHEKpURu1PTaKQNpj+dbvu4IZUcyRDAvi6BdjQzvS8vHL9j3BlKFTEJCHEyG+5AkQ0jlTGAYc+SMWconzeHQgcMvbkeU2pgqShk0LXjMdobqos78O8CjxM4OLFIdMexRlcyOAzrApTMmvRpeOzqYEaQUcVUFFX83S7oZfWv/J2jUUg6ZUjJ/ZUhyyEd/1+4ILPs1/4YNU0y7nMx2EKTFrseBmWS6ejDDNvI54U/Gna+I8LjFNvAIwG/9OzVXzFzjWLtqG6jAIQRm8JlW13/16qnlDkHGTdChUdwRCKN3/XoHzycz4kpvRToCyQSC6L8l32cZGiqdK3uYq2kdXp84jQZcM08EgdeAjyORcx8oYGi5LoKpSf8IrMjKaYkl46zVA6nT7LUu/YJ4QWcg7df5+ogev94XVp3AyBWoE65C7zutZfgXilh9ytHrKWjtzHpgQSSV7ieYY13yXekTfz+0DXCsY62S3rLSrZ/6uxp33lW0PSfeKZtdDQUQkEYF2JFrCZBFljlR2nJ6/hnjIBfPaxsv6WhdP5lghTuZ7bwGr1aflrRXOZgr8z1KVav8epo8+Hmcsh0OPUiUPNCna3Je62t/rVTvcTDa/Ol++LnDW+v7dzH8WYM+EfkfAfxr/vPf8L//rYj8V/78z1T1H/6p33l6vuMf//VfmZqk0OOdnaZPBQ694ZgDL3Pg5RA8zw3POvB0DDwfgqdpHjMP4hkYk7jJwBDFTUcwBhN2TYO5eE/uzBwuzFB3VBhjt6lgilnV3EUM8OnAzes6RLDBGPEhOB2WkZm0dgC7mjTxgF0cf2jCNhRmz94d4DULKgjQRgbOyJIiJXvw+Ho1wwUr9EmaQjJVNwG+s76USUYnSZ95yTTGsRLWum2kV7XrjaPFnXfwnlZhDK0AHHnBKJLN/LqdyHOnZI8YfDGp4Wan0TBlTapXUcnTXJSzPcOluvlNun6X+I/PeYYfbtp1OIhkium2nyPTRI+R3fO/ynvAEgBW8ClT/F0yaJszJKJ+4XK1NwAAIABJREFUOFFA2Yh3dk3Jod4jrpZqDma9vIt8s5RJEBn/X75VR5ceQH0IT9NMkGuZ67GWUUe38joxOzTX4hBzzEInTKGC6EiNgNkAvvoYcXUV0Mcy2fZZplOpWKiJLkzYEXG+CgTQad87xO01qTrtz9FJIIMkgEqsMV7mMgvwYKfxCEjnDAc4VbKhOkKNkmBu8KBEKR2snS2+EmgdqT5Oxd42a1manuflcXl80FqBW4zFkQfbSorRmUI9qWXVyfGq59CQEErS/osQ35bO4OupboDpIicUsPlcGD6Fl3OEOjDANd7rSTrB5oxQCC7gK6hp5unsuJTaVOaz0hQgr3cAzIMx3x9RP074pDbq+aQtxryWAqlxAJYvIWmqAIJtPARmO39RZq1nLi8t9oVcHhWccKzW5xXArCNbxzZzcQaWmVO+U74iXVpVtWS0Nw0VWK7zVX+OuMt1dQ7n+ZitPMOAOiLX4eorjw9mHofPycPxe3OOV3iMLOc1RkRbykfhUe738OsLf9agD8B/CODfWt79lf8fAP76p/jI8xz4v/7wr2ADXCpViJRyk7BLz6cKDgzsE9jnwIsKXqbgcFW1yuwJgJuMUKnitjdw2Ik4Pc4xvW8ge5wyaqho3TBMHU7NOcMu4tJExSYCEY27/ODMLh1FUBpgwM+YTALAXYEd5pxhOuA94KpYdL4g1jCNi58nqMCVLfU0zhRVBow7pBK4vKazXzdo3VC9WSbTojB3pIxjd6mPnUu8mnEWt87lMoJgviyu7PqohLRvmmuFa5gtQapaSP72gvI0P1WxqIaUANABnk6IbF7/Iy5HZj1nKSdVkzjjvC9E+zsHehCEF8fhwNkY7IGhrlYadkXJLA4d7rEx2bJMA0DFVKF4yq5+QOF9M+DfdeDB/g2nLqLYfIiH5IXMo8ztxpA5GArnnEIJeH4vRlhyJqTTiRzOopAXV1pA+tAnC1zmiPS2schty7XISlCVc+M6RcZNQYCSGkeQO9XLRE5hU9nsUsMZcYKb0uGUOE1QV/1UbBjuuVMC+Jkapzl3OcoarncBbvByxNbc5pWd9PyJlMm1/1SLZKle/WLvqrMY3v3JYZg4AClXSrTyaz6N0sNhFD2G+rpKybMpm5Km8BbCVVUKAowmhQSGbHHIVZ3eXIUatzLDVrx4G6dfkdBzn8qRXPdrqlyLNZ/PWk3axAZ2iNn9plo51Vsov9Clc4h0rMkAL7OwteG/pVBuqb1sIdtui71dHyEOUMtpzVh+RzkrkKXjoZC0AxhlVyj0ZL2GInqj2hfGfmUaKHRq5NVu/ZWjcS6z1jrjr9L1ntI2ij2fXqaqmiIZW3vuai5V+PHTxr0FjpwPZIC1D95ixvHoYAdL+y/GvKS9Lnlt8ePWfT7wfPTd3HG1/FvTc7a8tadRWaJfMvwa6vALhT9r0Keqf/9LfOd5Dvzvf/shFsVN1C8zt7u0xuanN5rStKlknMyWj5I+dc7gFow0gDEgalexC4FbKEbSYyOZEgAysaNKANSvVRbcIHiZw+wERfwyeDEbQhSrFTKcXicyyftMuPai06V+My6QP8RUqw6ya5IqnLTJ4RZifaAh2bpcp6wAGeaHevseX/XohByyAyIpjBFPNmlDBy1cuJb/+28l0VvqKhW4XrVAkMT1cwK/7wwPbACi7iEt8P7kZe9SqS635uAgjHwLJUDDbVbIoPYNvW9uDiChfhI7XL3T+saYVWPnTbWRl4cPL9MYpiFZsjpwOlRdijdiLufZvDlvqb83/zXVpUtiYJdzXBzwiDNm4qqfmwCiqfrJ3iUQoqRQgZDyBbP3ShwZhlom57hIwviwxVkmwiUQLOqhjSWWTKjxl0y4j7Ak/xqunjxxlW5yljHv9GnCdky4h9+LOHWm36RvvDSequHFKlfdq2dTC02pXVO2VAN7ZHYnpt1T6IdJCo3DBYvbvB6kMfm8QZ2+uu0fVUxhzmIw7fob9YXNfFwHWSvWhNL/VBUF6sFbprUiBaDUvgwwAWNnlH0tr9K/ludMQervq7i3MIc2T+ZlnIJ18lpKhR/JEAIwc+xGXyX6sdYILad4WamimvVmWeZbuKxWKDqYHa7tkA1ymsB8wm8MZLJ+1QTVzWuT+L6OS1w7sSCcCWk2hFDTpFlZZYG4A6N4UfqMXlG1ZRtOvznD1vJeG2sp6a6ART4ra5F1uEh9VYf6rd7aNd11mX9aXD0kXft7nWs4PfO3nnrnusxH5WTqR33z6d1/beXDHOpr7fMYileCjXdbzxcp3sNvI/xZg74vFZ70wP/2/HsAZoM3ILjJDTcduGPgPgZuMsyObgA3VzejSiUAt5dB0Nshgtvw/Ths9TYAVImz7XB35kbJ4GluTAfSpkog7h5/YLNr3THUgN9QASZBoARoKDABZGPN0UNK9A64iqcodhzYsePQA4ccOLAzhUv4KjPV/18ZqVIFeyNlGyqqUclOVNLucYpiEyLlN3M6EyKjxRGApi0di1AYQLQLC0XJtIWlVxJjxlUVH9RGsMLnDSrUxxSojl0MJOW1Coj+FH8XjvxBL6Gsm49+sFiYAt6nJbJBpkZfpdrWdPUslN88c5dgtOiVzyQLEnY1/GY6S5BgnLM200/tyf7ltRB1nhNYEfwdQFMjTetDqx3nNcunKiZt98SZV6pBDkmvp7T7o4SPf8mTC9IecP0/r4aozI+U+Rrl5FRPFbUl3yLwzSmz/A6SUflN0gOf1/xtDn6kalxCHRhT6lkVrYcWG0dJIMjvHiXNaHF0V4+Q5PKEPPIVNptgePoYUVI4sJmWgwOIekWEfUO9zuFX0y+LH05vADW9CMDpFucqYErPkU7twnbGmb1gutDYosY3pESQRyr87bOjHQQZUOxcHA9QKpO4sN6Sb2lPeFIL/QmCWuOjciH1UI2xjPkr9ruC0DiKCWcwXsJi62YOSY6YXEJQJjlnkobPVpfsq6RFQM7DpCpyysdwyicoubgg1PNIjJfFlfYrUPdUHh5K6afaisbsx3ovC7As4lrnKo2avmZr++whaSPXVoUOtB3nAZlVIL+H6NnYfcoavpLzPZZWaRvBfAfkXMFSZvbV+Xs/T5wscdl2xFOjwvH8Ken7W0BdTV/zXZV8VRqd2OnbP/UZ4XH7PjdcHyG9hy8V3kHfFwiHHvhnx984AR24YeCmH/ARH3HDhvux4Su54y4DHyC4jYG7CLZhDOc2+iLf4odxU3eq66lxRc+OiA6k+5Oh7nQF01U/01ychJ+b1aab1dXV5zaMsKXaPJ3ipMgIkqvpoGbCJH0mSSz/yWEOFYQywHqenzAl2oi6odFeJblNKSkp/bSNk5IvaSWY6hVziKsm1q/Vb/PEjIwYT/Lz/E/C3oEs8Q0BAuM0NxkKcxajbQ9pzLm6BCxAoQ8SAErhzj1PBzeS6VXyA0KpGjeSCR/NbCftrZD5rH1krAZAdcxgN/IUPRUxgQMlD3srwI2Y3R/jNOceyMColTXcyUyMFuuijPNc/jyylPiPVkl0qrC53SAknbmI+O1i4mqp0ARx5S+9MIYTGEGm055e6l/G5azLvvCeFqQEtUozffpFWXV2ctYRuIKMJ3pI5gZNzZTLYNqyiMMUdTShnFNIUEdWjZI9IO373nJFRI+TJS6ljZEPXLVmf2nSf683WUdJ+VioEnu6IYRdGZfXvNOiVUNldIJ39w2EF1txOooZcVri7L+kqXQzY78tPeJXYRRJHwROr9TV+zoDvirZCbjmFZdXRLh6/+cwm1n61a9K4SXnTJVWNXviStEBFd71yTgpT5z9Ocft9wFoAXShAl5wCQws5qoHS0Gtjb1ZQZ7b90VdroCh54tudDpOeqWej4eCTj9s7Y/suhjS0deppyOdje1GSl28TPgcP5eJvldkg732copSOC2LuVZiy/d0/V4OYPum1ZFzGkue87xYQwIcLfXUeH/O96XjOkh8FK4AHtv1KMdKrSs01csUBHgXkVTjkOu6sI71W6+D0j4an6HI+R5+peEd9H2BcGDH7+c/B4HDhhtu8hEf5CM+yNf4OL/Ck36Nj3rHR2z4qMCxDdym4m6eJsJ5RXrSJJMqfsm6M5Ri0psdyZDtetgpOcQdHpgq5ZQjCADvdjEVO0pShktvxG2e3KGHAqPYQQSTKa7eFIzgNHVOuNRPDrPnA1mw6w0gNm0hTaMaFDcjkxtMZwhQVKTIIEMqg+z2esPLpdgjEgyMEyGTa0IYG2EhnHSsIrllBdMZaRX0/JcdxufcFrhHVhaGjBEa87FSfG7AWjbgknJqL9zTmk3XRIIOgTogszupCN+MMVBN9+2Hmt1SzAMkm8ytbkR/5Ck1T8Dppt1cwhOaeZ19rHVI1KvMBit9lBN1zz18fOMZph5tjlnsG9NtzKpVFS+VJ3gyVU/vx/TYjs3XX4CXQdDpcUiJ4Sj5xifiKhNZVStHYaxn/EYAJwbKdzndHp32Zv/2NByZkOoVflXVOpASGvKJMbMlbRlpP0gVWQhVNRFlX8dJi1MHLlQPJa0wMOPXxYRtoD8roEOKNBAO1qwlfD99LudR04BOA331v6BQUd6M96HGGXGKuCJCct1Xdc9aMn8nBZyLDTb94Ja8qmVuKNoMEHV1waQKwbx+BgBMJrD+7nw836REmDV9RZXO+7fa7eU3Z9DkWdQubZrtscbnRHzX2gXTREBKZ6v2xlqTDrsTQKKkrvSEhw5rvpbeT3ZaPlnySc2X+y3nv9nr5XqsXkmzzEXdVNa6dKBGWiJiVyylpkpKgykJX4Euy6974Hp9hEixZyStjr0Rp7qYlod6ner45Rg1LZ2msdPbXsNjMPXl4z6V5vrt2i6tgvXIGLS6xAXAXlgAxj0Gr0tBl317netR+HSvZJifk/g9/OThHfR9gTBx4Nv9/4XqjiEbhtywyQfcxte4y+/w1fgdnvUv8RX+As/zA3Z8wHHc8MFBCgZwB0KFrDpTmQrIMGZsTIWMEcwqYI5VBuiO35kHMfu6KXswJXFBcWxglMIYQ26yvy2Y6QoIUTYOoBIoK/cQ+up0K0N3m95JhSaOgZ1CTqVEThuXyjOnjYRJRi9L+kNcBK4OMGTEbiPlHjnbZMJNx6IqValtMmKMU6KA7GU4R4jmlEYL+AvyO6P53XmNpalSyV6XEeChMy8eXzaHbMt04AZAjlAPjfQ6QBnx1BHfma6yisIwEREdIa+h6hqZrnQ6Ic6aWUyxo+QpN46uFuW/p0v1OM8GzCOjjARJ5jDGDiUOlQBigK8LH0uqUg4Idmc0BwgOZ0rh1K40CVnktFlBuz2uwYjz3wck46y54IyqUj/mizggJYHxDZuvs6wtqXNOnWEko6hdbeY19r67H/L0JUPOMinLTpr0z7qetoAJ3gCkbZ8ztdUxDiXxFHTPV+Ok/bZnidVkzxrvqWFgCg8a/aG+PqcgJHZkmBRuD8hnUkqW5XlVqCGhYXccGgrCFT8jTuMbJV2hCysALHJKrzPVSK21Gs9aSGWlIVmuxIDyd5dgvRa4cnPdnuPZq11Ni4dWyVKCdfEx6fRtZSnLIPtVLlpSaaNnXksR2PGmv9WUlXcSaBvn0UqrtL62Lw+1mO5Y6lpp2HU+eEs7WLE1Rtpb80poM1QSL0tbAGDqATk5neH+tbSHe/n14i6zIl6Vd2UzXtrOf496HcjSnjxQ4prUUzoCyaiFlPkpZU4g51UL0S/lIPc3HqKvaluunj/R1rrePwU2r4qqq7in+zvQyX/m4R30fYGgqtiPbwDsdhm5DAz5gG0+YR/POPCMOaapNDnTLArI3IJom6RFQqJgaktePr8zgDGNybrJCMCXkhJgKhkIc6Yy3a5u4jBpEMqpsEpsVCYBNN+Im9BxjLPMznSH9RSJsSBATrA4mg5cOkMy3NmIAwGl+iEAbEC7gN08TYZKY3Hn3s+vNgc17iCknQJvftLoACRckzsEUPX2knGJBkFh0q0DBEJw1UU1yZgIprrTErFaiRrTaHYfvKqaNdY8LcUe34n/h+ilALSYWwgVR/hm28lysmK5cU63//O6QaKVxK48Bxehzh/TTJeKOUsSKlcWZ6ppCerSK15lJ4rEL8aDjBMu4iSkdOLtRZE4jqLySbBENaqAka4mylnKrw2kLaCBL5eqa8oe43oHmygO6qSDOSSgMxCokdbK8HjJtDWfeD5KGrnvW53KO/9LqXfVDhQOXrJRZx6B4Ifvlj28sXplMWmJszWn8d1uD1sLQHdeI8spr9MyAr+3x5lHYR4b8Qocu6bCYY8IhmqRBnIdCZekS/asl0lDeAxhTlxsdajYQQkdJE3NQw7TjjB7VIXYFRGWy2i5hnsj2H1vCQZtxXDdTdBO2GrFw5CEUSsbLlFv66RVuqvliZITArrH9n9Wq0dM/5ry0e9zXILTSlFZz3gWpzRxwLfYohXx0Iz9yQpY7/KzXE5DLmwICUCzSIGERC1rlXZ0nVWu6qoIL6OV3ib9qT3B//qBmERbba0oZHLfKv0kXh9vg7KvvN9We3FSOpZQqcPpMEB7H17FZZocDni9UrpUy61jX6l9jdP2ht+s9WgzsfIX/oKHBE52Fz5gIWJX4dcWh1fiI9nr6/Pt4QrivTVX1uQt+d+a7ucOv4Y6/FLhHfR9kaCY+gxjUybgrugxht/hM3DHRzzL99hkwwe9Y8eGXcXsj6ZgHwKZim04Yz863VPA3dcbU3e444GhqStPBpYgb7qNnepenKpoOCFRwO2gBFTuFGzYMTCGuXwRvwNp6Ob3sA1gGNMSKh7OIKoj1aryZEw4ASXc0gxxsbfocLXUGQBOh4Je78L7Xew+7HPfMMbNOAlYPUNqpgLZHLy65C/t1mD+WLRKBJ0VINpWc7hjBK+oa2lexMyTfwHvGUspAdxNPFhmOGW5gayRRU53/oLTJlD1+qtdIuvC6xDa1h6bt4azgsihs0gVSRipgASkTIyRzjALkO5SKrNIBwFwpiSUCD2VBKPUndFrKc/aFio+wnrMmJ9m02TtJzgEL4UXAiOxwwqI3Z3lDpXEnR1sIXNDAEFKCKNliqgx7QltfSFAxhC37ZN0/iLQuPfvcIYpwJ9lDTs2ICWHKHFQrhXvsbAbQkj1RRIYSE5Tdv8p1LyXofDPZVokk8zvjlzNakNn9ENzmigxV7EbhD9PxgtBXH6nx/FieKqCUgo3Mp/YLIprJcYINVFQ9RNFQsjVO0ZQJVMVHX5YBfD6iHqJQ0j6om6UEyLiqkoo1xJTcc3b7De/sv4lL4P2gYpuD6gxaBPT1wZtbUgPCa18bYkWRthoFO3+ridHwNS38p8XgSu5Ei59GLdOw4QBcspdIQDpErRRTU9YKV+Fa8g+bbp0LKe0Vs7fg39zNnXWmo7to0OrNZCKZAsq1IpSRihte0oekmpfkA7640uSzbIDL42klQ84WagJe/MsAeU3ru5fpBkZCj0KyZ6vj9p/K/Crf9enVCGudTlXD6Xta9LzQcBFEa9N8F9TXAmkNR1EZ5wV9TnQ8PUjmUdjxJxvDfPn8TTzHt4Y3kHfFwlkM1z6AwXwAtUNUzZMfcILnrDhK7zIC170wEdMHBigk3DAmJuw6wEaccjLmMkcJrNmUgoyOrYBTExM3XHgxaR9+uKn1IfXNE+zJbavAeDmzPJmqqrYILI5Q+3Az5nydMDRiS63QkqIEugNTGwwh+oHxIHpkJuDJneNrn4SXxgcbuXJi/rmFBufb3QB7hxujiIhckkm5U0idvmZxVV5KVBPaslwWEQyZOFmIhgSVx7TYtcY11G46qvSIQtP41NK2rbIqiZKYFNabwiI9azBZ4U82lu0RSTzUOoE5+zJCDC2OgOIU28vYArM5fgA5ChbC/N0Bifhvz3Xy+EBibllniFHgEH697Q4A4PD1aRt7thXR8TZaJvUdsQpdqgwMz0QAFFspoMubEJKCNoOkgHz6yS8/zbvXkr0eJ9Y2Px5uvDy6XFh91fjciTLqHaGrDM3K4vnbn0uJsGjLVlLAkovVZcUiypZY9qk+JAlAyYxjey9JlhV4psCBnucfaDGAS4BgjoApJ2gRZoHUC35aCdnd5bab6tUKGWq237ycMbjNoIEpT3giFXO+yin0yprKyGcH/4o7fjEaTLXizuTCbaur3+Cy3RxgqAFJtV0G7lg4iqTxjGi2rgGjUL0NYFInwufxT62AdRHHOkpTp3T5+GTtrr3ClGrQU93+TGx9y2b7GvbtDKOUge2NOkS2AMz+9bKcdom57RZ18oon6BVSZvpEpz0MlfVUsC1CJZS7TC3LJiy154qoLB7Ch/y3g/GWXDuZ37H48hfrPH2OqWZ7RtR5TygQ0t1XZ8z/LxuydW8zRleK/nbC9LmC07Pr/Xfp8o7l3pdWu/L9/BrD++g7wuFDvgA1QOKHVN37PMZmzxj356w445necaz3rDpwPM8cBP3PDjVnZEkqANLpcCL/9ckd2QZDDK5dA92ZcKBFyh27Ppskj49ImXsLSTYbo8ooOTv7lDwhik3bLg5K7mhq5Wm2mfq3m/ORG0QyRNTs+3y65DV7/TTHRCr8VADUyPAkIGkdJ6O1jNxfjo2cJsYYuw61fxkbKa+6nWvJ8T0FlkuNMi2+DNtnezkPcF1bOyiOPRwtuKAFihvtkI81U9PpgRRhx4Od9IbYLJlR/xO5mVlPNaTOwbpyZbZ2hTLYiOeRSXscGkI+2EGV5ZeBctmIITSzpA6A2UXY/N5FImEfQ/+bDNkOUTw8UwffAT61WaQ//HS5vx2vnWXL6EaSgnfiHQEOanUPMOjLYAEdwH6eCpuMgWqiFIFlHFS3pmEjwwv0jOo1nzXcYIEPSyT9ocS7W1DbDi84LRQ+VPYYUNVn1sY6E8pAFbatLJWVNeMuKAxpdzCu1al5kn+W2hHiZSiatYv44wiHXQiAdciUMUoz4jxddZfTV30QALTTXJGGj3VkPLZLZT2jeHKnjy0Cbm0WtrpBz3TmdsZ9CTjNhG3iTxAkJDXQPD7jeIjAV6xrVXfe8pAVHpgeWZ0sDYUnxoibeK8JciS9oojvfgtwn7y/GFviQSyOWFLnKvn0qmUVHtCh1NaHbcg6U7Qn1w7QYOChim00bCF2fW1wnepTssDqZ4+VUa7+cB6cMOxrvk1ZmEd1oGqK1Hzhx0h9w0xzRnOKymxoh1oB0B1uhYmCiVOkH3U21l6W2rbE/SK0+TaZ6u1KEM4jgkzCR+ssiZsLdbvdFrEJ0FeE5McUu81WXL2dv3W4h4H5urzLOOkxZ7Dp7+wfO+NJOQ9/DzhHfR9kcCNeX2rUN2huENxYNcX7PKCQ17wrC/YHDw9T9/AfXVNMaagnnrTcYHydBlkrDRuwuMlwhOHXZeg01U7XzB1x1Sz8VPa3cG5q2AaHRS6VG+DQmWLTcH24lsQCYNZfravAbFOfbApN0EF8MEkj3LExr1jh122DK+3qUbKMMN2SKqwknhbedM3AasJ3K4r7cyAgRsEwxzggC5rTCXM1Ffh7RUvh5vVyE1PCD4Oz2fqiEdhEem39A4EkLU9S3HIHvXmmPB0eTgIB8Tb7UBviM+dwn4rirStzzf1f2Sl5sF1owA6TxLpNRijSambSjBoECA3TWc0xRmj9sHicEfi4yDro3EhcpVAVVbBJYUlZgWAudH7bJNksIaGhR2oqhTXPtQrJACbJ6HOlNLgoRKqoB5juTR/CxB2gpSyB/R01bqwGRQEwAiJnybzSbAZwK/EEeTVqyLYtaOMsaBL/qO/fCiiR4ujJGgyxjGyXolm/xk91go/kbsq8VtVT02SZvlzhVl1Nk+v5RORz4XNkJyrrK+p/Hp9NRlN6lzkzHP2KGz/vMzhTCik2AlqS2dqoE51xPtNeAtmUqPptnz8ogqvhNhcsj9jDQ3/BkDbQeGSckqureZnaaB/g2MkzooLmfosv9oCBksnKYnkOKbtGOIgh19dh72Pfx2tzwgSBZTceai2fk88lmPFBKxj1remp6Qr+xfg/GkdknUQNy8oFCZbn9/g+lSn/HATCWqNGMiZrT4A+zXtAi1X/55GSq5BqnxOVJlup4sdRMlSRo9k+uULItAUrbaKkzZGqOgB4l6go/iWhK1sHYH1p+8psXes38i9S30PjN66RjAx9CHlruXGej63tStT1tCpyq85bu1oXZ7X3xZqq6/67D38VsI76PtiYSXx9o7qEKoHoKZmeciOQw686I4bBnYd2HTiRQHIZguzGOIb6DNit6sxI4fapeiHb5Z2ZYJf1YDpAGJ3xy6mVmhOVg5XPzwKeTCCL0rvnqsCEC/cthNmyk6SRrt8RPP9wJYEFsAd92BcJu5NBfIm9jecpYtJAM3Oz/uQ9nFxwp2SJjL52HhayO1GQsJnNhFb1DNtGMU3iRHMe25Y6eSEO0QyGSnpS1ugyqIdlAeAo2TMo5r0jyMnlPBNt02iVHBC9Y68INrTxeZI8pyMYOx0dfMsHFJsE5TwxEYu8RisTuyICnW1yNgQXIoVl537N7Uwt5bC1TedIRaqumlhWhShkussNJIRrswPwQ1tQ6mYTJmPIO4XFEsnEPeO6VJAHaESO3TgGB6nCduGjDjtDimwWodQAZoOVgR0ReQ2giFxMFhg10JIB3Mwu112y6DDFraPTdB+8AMFBu18FWa36M+C5DtDMlh4ggqoEqh3llYhKRVcSdnKWJW4CtjWQK+eNh6enUzZQAC4MbKebIvRwGwHpZY1bhPa/iHGyCRwcOBVlIoHvX9KgjoxO006gqlMdazlQYcyDgCVDmJcCqXqdwsCebWDFgmhw8NZ1EChUJ2ukaB+obyCgIB0QpA0MvkuKolWj6E5OKQv/A5YB7dFllAZ97532ktV2hjKcHzT+yMoBvcm/lPA2OthsUIKMqDlQKvH8bndXVYmR16pw9/q7RyLSjrAA0TSl8rmY5Y6+LygvogCcQDBy+BZqi40C7ODFB5MXdO3oKpRHpXH+Q3aFoYkrNTZSqjjlGVfSIg3AAAgAElEQVSkn2hp+SoYzLjUaqj0wn7zeMtHTtC+P6M9TufD1h8w51rcw+u8YV1G7ButnrEhWZmk+7xqInbbms9p6cCItUYHP+1KCtHrOB9k0uw6fqxX65f2/OPiGPtzx61BHzwDZZ3VII9KOodrOe57+FLhHfR90VBhFBwwKNQlbFMO7HjGi/yADTdgCMS4Usx5M4+cx4FNRjh74NqbAHQqdgd8u5pfzh0HDr8I/XCVzikHDrXYCX/WF6hL8ialS8GwkWMcmDicgY1rka0CzixIpLb7CAc2bPOGTajyiWSiFahqMdZD/T+BS9BA2FcAEuAqqWRSEljwdNpqL3lyN8XtDq2WGzbElQCgYqptntsiGRrsC2coc1jLKawi6gIf43T0UEBfsfWhhHBKgrzpqq28U9EAICH8BNTuPWQv8J3xFEUVVMkUFPCHJNoxIyWfz6exZ6cDLSxMQG7+Un+hIgyLKi6/6+wpyCIPl3OrEEbEoPL9aIxhnlfzLNzS2PMRecQrlPcFIlQ56X9zhMqoOy5yhkSccUkFYD8cEEr8RgA++KHHUAHkcGkg1UGtlkMEcqi/R6qPojh08WZv/jdUQmehCYU+hARQiwQw2khInEwru7SOMsskiHzEFchlRpxUeqK8i3TBz/kQa6wp+Gz3OSFZbs4YxGwnAzq8XAX8vjAHYeL2UZogz9L5OlV0qR4yDvB7x5AaFTYlezpbiXSoUly5zAQyZE7b4ZCSms2012txfsOkkIlibjLfVRq35C8S97gSwp0lBdkq682AsJbfqRxvY6YxJxnPUZEyaYI+tslzHfSVNA/j6sQ8PV/9nmFyWDngqmWQv6mm2ctve0x8QmLOMq5N9LLfURV9bZNc0Dc4KEpHLhkhGKFZkl9K2tfT1tWypicdXuPGg/fc8S+kiXItTRTvT5Gl3UGnyr5xATCkJvZwLHtJTVe/obIcHpS9i+uppo1nEECiaK+UasS06Db0lScoyX51cZ8VfNwSeP/Ygt7DLxHeQd8XCbkJxmYLV+uBO1TRF+zzB0AEz+5QRDGhwyQ8Oybuc8MuLo8SCdshjTJh0r1pcqQXmXjBgRfsriK5Y6cqJz14Ku/qmwn2yCSQC0SqOZHomUTmgLqzE8dvKGyoM8Uj7vS7qUn3tnJCmm1w9T7X6T80mdVDb8FMTTXoSlsMehzlSfohRzvxNBYnla0ouWG4+Qnh0K3YPhlTdMOAqlh9JTc4xcTNPfgJJBge9bj8HsCTSKv7BIFzSA/UFFfp5fJQU2udykvtTSIoAF7gY+WAcMOBw1XHDlg+6MRAAkez0drbzFMHmQZylnuzFPCj6LPaDiSY8pwZCRZ6eLQTeC3ic+xDlsZaVhZSSu5yil0kkRwX2v2ckEeczkqcNBszRsaIKUNOja6YKaCHUMqBa7pN6QE2LARBCDjir78RxiGk31J+G4hMpzBZE6S0EGJSQKSTFwidNtkgjZKeDMsoz1L+gnEowK7wQGTt2jPJmpa5UNIAyzzBdYhiSjk1iABzlnmnWTeqsQdDVkBj/X790PB8KHMZ7sDFZiCvXiB3lDBJRTC9MgMGBqtUZ8Zfa8korZ6gfZ9pRORBBDCnfT+kL0Ip5Ch18doJlbotLiAcbZ1kLrUh7eOF76tdGJ0kucfSabTBQKAir4vJ9UfwmU6uEPQ71mKbDTkSBIlX4TWwdwUgfkxoh1B1kgPLJNWYbIrpB7DXk4vq7xElBRQDJ7oUACv6LClb2BcunURPzMARwCgj09461wAPnzotzRpUe0EtVCr3rMzbr7JgvlUymN3Y1fC1lCY+NxdrwowTxGF39G/tOTplQwLuKIV7VkjoPdZ5lNxnOt3PciqvVntB4tc1XNKoG4SA1b/HvUZPxZ5//5Jx+Ly419bqo2B04rOz/eThV1CFXyy8g74vHla2aAJ6YE4DZBgDY25+jUA5VdYDB24ONwxMbQqEy251ZoXSPWP7seMFdiHDjkMM7O3Ywy7OiNMsJC3JWm7OZTODkXxVDelHqlEayzl0MymfDmz+313N6+eGDZtLPsZIJtkIcn5FJb/WXKn7t6dziEdIJD3N9JPxILyCsPlzoANvg7huWbruzy3MwCrAu92Mybba0ZkNeya2BEWYrZGZDM+rCrtqAgCwFZUwSuYSpB4zz/x3B2gqE3d8CNtMk3kemG4PGFKBYYzarjvgBwa38QHpNRSmSjy6u/nkFLzGK/fs7aE6Yd8669zA5a811IuLJ2YD4pn/6jk3m3QUk7W4IuYJ1mt5VOnkOPr3ZQeQEI2AVGCMHA8UmlxPB44h4REv7f9cUjjgq8CYZ4HbElLSx+9QEohUXE3Zoz1vISmVcjWEzyrnSa0sdQ+lBRiSEVTknYDIw5UddCYTHed1QKzP6OmVV16Ga0j7+XBs+N5m3mNeox0qV0ZQ/N7S8ruCSL5X68BgOmw87R8TqjhwcZs6qtBR2mf2fEYTdducBgHbGKkWqhq0LNRChVI3DSkir5YIugZeAlGuc/C6pLJmyunIwE6kQ6sm76MksKqLOn3Y4k2Pa9fODJZpe5B458U1ObD6VztF8O5Un290xpXfoESdgNKzhb1jQpEKRCpMeT18Lhun0V/A9bxL9r+y+uPh5zT+SZjDhVKTW9tWPgBJj3VE+1u8JK2rcWf6hkgHxdJC0s20Fax0sV44hKhnAsSMY3nrlRSKdRTrt7PGZ3ptKb3t63aA7P/Okyzli+3dynkraU8IQVpj+H6vpZhHaugA94frPY3VMelXj2DfE8wuHXH9+wvFxRhIh9/XcTzExnv4jYd30PeFQiXidd0oJkQmFC+YOnAo8OJGKAcdrsiBF7njpnc8444bbrBb8ka4Iqck48DEHG7HpxMv8oKdYE92t28gq6FRq3UPs427U14papEiznDyPxnY5IZNTUFy0w13/YCbbrjJDTcduMmGIYKbuEUVpREAwmsg+8VP6wTGPE3awygwaeNDdkeSKZqS7+FMGkrfuxALCQJ9REaq2AXwqwy8p+N2nGkK7JDCUKIgvxhrOMNmdj5QunrfUtIHDTWwCXfK42CNgM9kf/Zu6mFqoc7kzWkqojeZUDlcRdRZRKEaqDN5QvDldpLQkLSqc7zWhLT+CGZgYewZmy0VvLZD1FVQWaTPCiGxu5rBJRmAthsLgGCBWVdX95wCyAymzDbrnBUTVA+134eMkMaJUBWUM2XEmjE16pTpjVAnzXnFtEPNRrY6g2GaHT7n3BFM3BcIeuu03uR8pAqoAT2DVjzAEK5j5ZpAk7ATFNpaRwA7QR/dE29B5qr8/uRQlv/nLCvlSpfo5cD2NO0UmTg+mOmM2goAjNmjdt2D+noP+z8kkx7gEEiJDBwMDvsgL4QHeA0EojMnaE9moN2uiMi44eufBzQmb5t+2EJazbjhauCeUggHvKSwBVTQQQvdfVSV74SE00Er9wbSsZn0DDxg1JIfKa2SLDEMLKW7GFFQY4QqYn1wksK+nTYYIEcA0WZrxblYf0vPizfEtZn5iMGO9heJWr/Oz8usGaSXUS5qsFc+kWfOKyiy76SWx2f7/wocm+qkj1GAKDEftF7LyJcUpTfX/eJiDR0g9vd8OvMbrO9Veau8fI3PEkwV2e3ei0pAHuqhxPVCjE5eoE0Aqwdc1msN1wdX5xmcXMMvE/ru23/1dGzBVSt6eOsO/m7T98uGd9D3xYIEWcolZ9KWiR2haDededcXjPGEXX7APp6w4Y4NN9zlAza9+2XolB+k2llIwtxgf3flTsr9JnakF7gZ9TISlHdDkTBXcgAAtHsSesSEwNxV2EXtJtu7hYSPv25iFzxsYnZzt6J+dnOOc7Qv2bfoHAHDbWeKKqlCMf3iskPrZQcI1of3F0VbJHq+SA+kML5sJ5I5dmBXVesQv1O3nXtvOgDIj5DRmeDJo9omqw6pBDhcgpn1dymg3ArQM2nudJVfKMIzqIHElAKqP5ExJDA8JK+PEAd9IxznGFMXDmSkbtE2X3g/4jV7jgBj7ZWrgq0b5ykO5/jHwTi9qWTAzwpD1Q14xDmYpdpsu5pA6xzwv/Q2wtEnw6WUAqZqp60iAj7OC3r/THXnlOwVFVJ1MIiAhuW52xFWsBcqoiJhtydizGbYCzqzSInfiMOP8tfncpvrggR7PtxUJ61SX8a1v3Uol7h6+r6mbwrHTB9zBac5pPXvQmJlfVfK47cqbTCVTcsbVy0wK/MjncMYLSrHDj7fpqMF8fVDddJwhlH6vR6phAaA2MnWAZMSGx3U/J4YvetxDvKEYI10ZJrKJgBx++BNurMpwOiyrZMbCPwKRMuaiq075iUAyGcHeeFFqFMJKaUicvi/mv1S96BPSf1EHv9+Le5z0obXU9ZNk/Z3ldU0VWB7cwpyQZV5wA0tomqZ3DUIhKldU46ltH4lAa/G15OWVQecNqdH9qlfKxSqqkFXK4h2GijBbZQxKkC3SI5z15RSo34ETmCZ1LvGzZIv99J0O8MDub4X9bJnqWfpl1amgGrX61wT0C+Ax6kD1Iv9rF4tAad1lj/LjKsvuEQEy/fy6byv/alx1ncpT84Vvra9xr2HvxvhHfR9kSCh409PYkYESLDdTT9V8GRiyo6hO6bsOPQwdUm540Xu2OSOQWA17qZWpghJAU+JeYH5lKPIh+jkg8QbcMUxdAUOqkdobDSUOUDYAr/HjBIKMp1KKyaqTsKdzxhjcRfBbTgjK8CN4Gk4lJRkHAbKPVqwu7iOYkdzDG4RwzyWQoM7O0CiSgDFVtP5Qto4aTjVYPtpe5ish0lnLL7ZS5GZY5z3D1mZsFlcvm182cAB2wQ+wKQCh+aZ2gGT/gKmRrarMYSq8IssJgADhQZ8TUo35cAxDbSZF1e/BkJ5BcaBTe6YfqEHTz4nJiDTpBDizmGgztgeLuHjPYqaDEx5tnnsW2vjmpyJ+ERcBWeUPl6FYDcEsalj/Ve4ra1xWUJ/x7FZNnyvr5T53xgZLZ5ey5oIRVBx1WckoIMkGKzqpAbUEjhSDbXaB9rXSy6XCm5RPt/HSrU8WoAgvYL6bzjTaSAxpYVc/QHMnAGkx1GgMOpk2pV9VxjnAFOF2a3jv4wvf9ML7BXjwXWE5Ru4ekVmuAw6neOERCfaW5ggRWgZUOIlap5fCcTgc1fHCODHOIJxuEfSAY8TtPMRo0GazCJIe9wXpxRwp66AKi6RbHF5X1u9j41rgfcCpoOYVDCnuh7lgcn0Mc7rI8U5FMVscBqgEqCkShlD66KCJWQf2T6Zc4Oqn5X9jracgoB3S75mM3gOVxQgR/9xHnnwjRpHOuaARs4UJ34REISUjqkWmqVpC0dwT9DTbZ8tkHZpo2fw8TeQw1mGUi7pwqlM5zM0bBQzH8cvvhkt4S5aVyShn7RU1/l6yHwJ/ApsS3qdre1tZ11LzVsflzLyd64pAsAsMA8xBORXWlMDmNe5S5pDbYIoUrvaadgvcrlF1+ea/rw4AKIFJPf5dr1Xtub8SWGuhb6HLxreQd8XCYIh92SMdRaiwQ2YF77uDk4mVA9T0cOOQ24YesOBOzb5gKE3bHLHhmeIbBgj2clKnCixyRNdxF9uFialuBkzpoeBCm7gQToJ8oxZHTBJ48Adxnxa/Ta9Y1OX7rkc8i4b7hDcINiGSfZuYg5SbgMu9RPIKF4KKzkuR/OqpoIF2LMBO9ulpkt9pvMgKikdDJUrzR64ImB1Iw/GmUTbN+ZU9+TYZlel1ATLvyuwkHhnRF/CZogufvK3pbOrOFwFVJHqn0BK/0INdprkkDBf73Yth0zccIv0lvYo84RXRzgjKMkQKm6+kcycH5TE1s0MM10mhngn+7wCa8DV26L/BbW0UOwh411YwHXDbhtq6+vlWeq5p8bGDY8LBrKxQoBOKSf7loOnuuEZlCrRcXF7AjRjJBzssQ2SKtLwNVZtAU2JmyuVsj6za9mwgZI/1oUM/Wg5/CDG5ybVRkU07QJFzP6Pa1E5Npz/LgVkN03k9RFIRzPKuKJa2fhYX5cci+o0htOl8VMeTmpTC18VvE1Z1EHt/KFK+PgB9fdBGrSnm5GPNn+MczXHwXWLsENSWF8q7f1UIaM4l/I4Ba818TklLi/jVQ1+AJISNwCM8//m1Jir1UswQK0BHgH4d3mIp6UUdfs8iVLBI7eoc8ogoVC3T3Va4FolTAs4PHQHNOIoQ4QAz8tzLlR8MSXTb3UJabqP4QACVNRvZbA5zTF/C/DznupzK565/v231HyfiksIwnSk50Chc6WidLxlmgNo+29SS+bLA6e8biPL5IFT1LOAbO5hCm3XR8D3yA7aer6qArrG8YAEWuvCA7AKMcTXnmAdy/xN6rXkKz1rz6sU8LUyGbtd5DsfLfQ4PZVZ0zOujUO1lXMiWNd6fa7lTKlOkDyXPs53FQenBa/GRbnOG0Xo++MqI1zBe417D7/+8A76vkgQDPnagd0BUHUuuBEuFkpIJlSNOZx4wZw3CG4YsuHQO4aY1G+Dvb/hbpIG2RyMrYqSycBuYWCfhNuW8QRkM8lgSAM117EAvNBA5OY2fFYHkzxu2PSOG+5h27fphrsMbDJww8CHYdK++xDcxSRp24ADP6vtTao3QtqYWBvi1N12Feik/1Or5pwSzzrLewjmTNDhe12QrNWOI0fN/x+MqJPNUkfGDySTEVuBnIslY4P6V2u9Up1G+VvppdABnsdRImhqoQNTCATtQgLaOpoEkABxRppJlU8CQPhdjhqKpRZHW8Ayl+wL2hg+BgLI8JSmySivG4PGv105x/o1e8v98bTNsDJ93FJXZqw+hz3r1V617GNa4vLUtZ/+GlA/gFhv9KrnkiD/OpmskJjPLb4XEj9IeLm1OEoFw+dnB4b8V8UOX2REeSGB5oqdAl4RkRfOS9gFCgoQhPp8ltPcrrZ/zsc7SEw2gHlxLABO2d68IoLdPtjvy3i1329g4H2ILpO2WVcW4cq+NEkgUoUVBIOcAyLI6xnggEuiLM4ZkwpIlDn5Edg6No+dPmvL/KL0jvIIqn1b+QnNaOs3naip50vbwUwfknPkNRD22fQWzC/Qxjdz59qqwBIYTilSPvr4GojKPA+XQsLXm6WzoZmpcs04YW8W4HQaY4cpkrRYVfFauJxrP2mcFqYenbYADSwyzvqC2juZWutvzfmWIEpLOTEzi3p67nWxYmOLp4lIZ/IlCyxlItaDZ/JXFVQ4HZRQbu5lrmLuVuZ4nC+pz0VcWtxf51vacBHPN+suRRCdbx6pGncZYa6p82zloUClQVifhfRmyVf8LVxdLfGmOGiA/wosX6nNG+I+Hd6h4S8b3kHfFwmCIR8dUO1Q3WFqFQd4yS230vTYuUOn2wXJBnWwtckdgi2ex7hh+ruBu5/+b85A3vzrlVE26YHCGY7J01G7o0/iCgYy/8m4DyGruUHUpQxS3Uw4+SynS5SIBJNLptE35k2ADe5wQgn6ND0MUk1IgU1ckgcnywNNbXNHsYmBA0KvyzHKrXABoizfvKDd6t+fWACe9+HmbWJWej1UTScR1dHJWMosfGc4mRAxRxok8lQDnb73HeWdAjhEcEzFfQj2AInGUB1qap0qgh1i3lwl++VwkLXrDqVdkCgONQtBgZhKKAgUrWSeRu/YUSUDiL+0FRghL1CxRojbKdkMpz2pjwNv45a+oSZYtEmjs7omr6qfgnPPPght4wOwMGVXaVVnDgwSJZo04lhYAAkGFtEjZQZplVWmsqZJ7cjwOPCiDa0MiNMDOnkxibvYQY9fGZFA0Mq0OwJHqUW5MB5Uxfbaaapo8129QzDs/dh6yRPxVR2U4GmAEhskYBR+D7mGBE2wUQ+er9i8K3arjen6rvJ60tNdzpZSF2bRJW6doXVmEC6FrbYkqVf43PXiLE1dD5q0B4K86sGAG692MF+wRZbnp/kRtzgQMftmu1KmXUmBvAjefk13aGHga0jSSGtTKoR2ppWgLkGgeL3sGoi0OUccglCu6G5mVF2bxNcb9WJBVVPOzOl0o36bwLTSgm5fdzXMb6IZV3k/AShrmZ9mmxOwWjgW6UsHiE0tGACmhJZBCg816tkBSmmvZH+pZio7YE36Kgs6VSlpCwDNIu33dPAey0lyxpyuA4q4uXzPv9Gkh6UtNd9CGaylXKkdYJEKJlnIflGUekYZqQorrYz1m1dzTdr7FTT2/Q5LTWvQy7og/kpLi1OLexzpVAJQtf2JoPI623Xce/hNhHfQ9wWCyMBtfAXFgakDqptdmYDdPU0d5ARsswMAMsY6ECbIOnGImqRNzTPjBmPWh/hQkulSQOWA8B46pCP4iQND3En4Nl2F0FVJVYFhUiEMMvNOiJTqncY6mp1hVeRMBpKeRQ0MORPqDOU23IpQDATdhv3dhhoIFPV8mp4EpTOCRgs1QZAC941AD6BL9VCThNkDMm3Y1bGndSmaY7f8BZDu7p0bFaRtkGwIwMp8oeG4GDPF5kG+BmxL3td1OMKkWmu0D8AxgbmZFOAO2gMipIAHzPbvDsWuiCsvDp04xNitO24uGbQv0jZQobjJFnaCABB3IkKxeT7FAUjGAYR1E7QOAtRV33jOWk9wXSLBfgkbKUL3kWUAGCOB43DbRutDbYwILYrWYJ8p3KIzsGc1nyJHbMydt0n5a7SYGmIj1QO+CkoxRdUn3qdSpo19s4yFjBFr7OABjAyI7hAZAeAg4u89XwGDocoJUwu1o5vN68taOsOuDhBFIDqjdmQPUsInoSZqgFHjoOSAxH2CVOdL1eiyVoojC66JtvZKHgABIGM5vc7b1EFpcVTXbO+WbFE97WWYGqdF2KGOAw+Be1X2ZzjQGW7b6wwsbffsrr/h3aMYww9M3D5tuFTR7C4tbqgEOOR6qHCLnkAjVikZNPC4xSURBuOmUppGAMZeSBBIVc6exvJQLyBhYcYppl9XY4RO4jBQoTr9yg1bk6ktMQqdUPCOTEBBxzlVCjvcZCJXrs9h0TxsurD3yzVokqXORj8O1Mi5nnjLRHlDHKV43Vau6jL03OszAa8sE5xATkumvHWSgElLDoAg20eof0v5tbQD1KU/KyiJbCUffSO3tslS5qltZ3puc4hlZh/Ed4XUam1fltzj+rizLmsZ53JG+aqeyslWrIToul5W1iglreWd65J7C3sguIuH+fr3jRbZMBVp5XpY8oiWIsj7q4G81y8dPnle83c4vIO+LxAGBj5sv7O79vQFqi845oEpdlE69AXGPDuhdDU0W1MuDQTVHdTTuuMV7nriZEWNFVNJQiTB2PGk/1ZIgrqKHmU6zrwrN+lk1e0bRdpgfjj9Pj7/SwkgqK4mcaI3VIHhciBJ+70B4AZjYLYAgQYALY1vRYLYHGPLVJ6AG+ih1EzVGM7pNmdTxdQZp59Hq/tE01T1DDVL9E0uT5NRmJIEfiHBoB1TvDNWQiRZC1LWxrRKEqHocU3STSJJ0EfCOd2jKd3CKwz0Eezy/eFqoRbnqqCwv3ZFxBb3Olq/GQt3+Dw8XBVUnUmzGehgT4sUEMZ4xTUQSKdBaVdqPgfTcYS3lzZ0xQFE9JkCGkwpe5EOZrwIqsJ17qTMX+TJsne4euePwqTGSGkvo04E2xibj8lzUICMp5WVTBCBmaUQHBrQCWnFSKkP15BJ+g4p8bKdpIFVajhARzDpFCb+c0+huwwMg2ahmknwOCA4YMAm7QbFayrxmyxZgEok3aHtW1ULzQsxEH1gjL2zL0R5yDxY/jZ+4xW+pqUtmUgjWr7KvK5gsJTh2AxZTel5VtygOd611JTolpXgYNDU2tWBoq3lOkftugPSrYzLaxkQ4ChgkPKAA6BGSVz/oCMOPwZ08d7rEroAh3VnoBdRfjnVtAna8rKIUptPXgNR4oBUR3VCLat6WwA7rhzWorDitBMEFildSqwr0HkU0ovnIw54ZdI/HZe89Y/jRvt+XotXNPglgtR5ERPhkq4GiTu8vLJ62iKs8FLalRQ2/9f2im979SigAhU4PZbyOcm1FvWubahlFrocVRHfN7LMJOHD184ZoJ2ldGcA2iV2AG0ce7rSNo/tarP9eKHPJmllcqd4LVxfdbECzbeGCjeTDr8l359bEJH/GMB/AeA/BfCfAfjXATyp6lc/srx/FcB/D+AfAvh7AP45gP8JwH+nqr//Ker8Dvq+SBi4y19gYofg2dUxd+yu7kNG3t2SAMCJPOazAjrD5a8Mc7qPac9kANU3SPtt6phbAX6FZNvGrSl9mTIx9bC6SZWEJFmlCt9Qgj/7v4HK6v8uL4GdYuBuqqQdnQM1Eni21CSBGsAw3AoMqpFZxvA6qckSqRP73TmzQ9MmZrrUbHfurAIpMkmfUhKsTKTVpZPkdIGAtK8S9nbNV3ZLF1eEmaczVoeao5vpwEFh4FVVTAooEkCPANHaZyewh5pEUGH7+5ymBqswlU/aBboVnm33Mty/p43IdJvAAweg5imU0qG8IsJuvZucS6J+QbWBQpGtgUBxhjEN6lPuwO4Ku1LJFPk0QIawpRctDF2d4wuoAy+FznSvM3uZ7wplUBW6Xz+huQ7BleyqUUpVtwQE6SVXYi6YZEZgksGUFooKZAjAKyCaWqirg7pEPiSF2sFgPNOeL66McJi4XEbPVS+QYgMIQMXvA+Q3EFcTmKqnMYYBCKO91nRxPT1TBfWlgFnUQgWgxEtt/M2pjAT4ovp0H60yNwpI41g0flDO+YB+Kh1peTZ3Sp+zS2O0Px1O5Xh7OZ4AwVxpDyToVGqC2J+U08SOUUCs0+Mpbvvn8FIAcemfeFl2iEagZFRivSICYnSaVz3MsoexdvaUksW0GytrKaT8Cfw6u+nvi5bEGnKPWvRaSwnrm1RhrLvPusZ/+lDbybpVpv+1OPZele4AnP/ZP1WhoUvKCp2Kti9gEQ5KeKCgeXiLKFviRwDE+JNzN8xHXRMgDs9c7ZY0EkXl16ToVP23+kSZ/z97bxNy67alBz1jvhJDKTIAACAASURBVO/a51RV8DdlKVWxIyEhJQQEMR27ARVJooiBagh2BIkhChHSCCbYUsSIiGivGoIttSGiiGBDsBQlEMFgJzYkxEQ0pd57z9n7W+udI43xPGOM+a71ffvb52ffc+t+83D2t9aa7zv/55jjmePP23pmO86OavpQJj3N/V52pvksy8l9k/3jPjaBNMt/+1m1zpAuOfuvoz1Xrew6L7aUcd4FnjWuT61UZ10n57Mv2rG2s5+392253wVWF1LfMP0Ok7L9WQB/5LsoyMz+bgC/BeD3AvjfEWDv1wH8SQD/uJn9IXf/f75tPW+g7zMkM8PFvsRhV94+DRzbgNuBQw4PjM5blm193uKzcS+gxGeD2S1gmR8YRiu3RpQliduwpVH3lipdUo9ohvyOsOdy2YjIAmy1mxBzGPH5pHpWxFBkKrxExveIO4WUPA3nZ9wfdQEMKS1DjJMAoAGwsTIAYqIDAIXK2eGGHVR3dAsbPzFGfDEcoYgJR/ZUY9x5mJyN9VxJSQZaW1M6cvcsbRaas4IleVU2GsfqkCMXzSvg7uxfSC4n2xt9jw1+NJs/N2AjIN4RgPHmGkfnODl2EPi5Y2bMsJGqYekcBrIilA3oRvXQmY4uJg64B1B0yHPtWSUMAE7SgKZmFuunOZNJSd3M70a7pOJNYr+s8bSKkZXEt5SK2kFujw6n8w+xD3r8LmPfdMO+vMnxt+awo/g0roUMDhz78nAewAJAeXEDIMHaCRByT6YzmG4XyH1rXuqeKTHsz9K+r7yHUmroliCxyxVvvXZna9hXyzaJapQMQbY76TnUufMs+fv4zZCu0DW95sXkKGZe5vVNJQaPZZ4p7Mdm+DyHsPp9np4uUtEkBI2wWXaMjDR/lWpnFFPrdXpJ7eIRsXZlNZcSP9rswi28h+Y+KzYz6Lmn/V9etrTn49ltYcgTrpEO6XIl38WAmzPwjyR88U5Z/+miRz3ozOMaBsLca1/lBR8vjMwBL6batAcpUvbWXzjQvYgm8LQauxjyUv1MkJCzvq4KXTbcr5CX0yrh7hTgfDnwcl6x+B0E3LdzBXHnlRz0VXO75DhgD8G1Ltqs0djWqkXPcwUNqXprvT+nPQLgLiSFtTl+MHoVR/CuQZCkuGwja17PQK1gVa+vynLQ4632YdvU3g7xlYdpwBdSvK45vac1K/Xq7byjQw/yql311MJPtVrtVGZveT3nd3mA8TL40Rj+XKbfAvCXAPxP/P+vf4uy/gIC8P2nAP5Zd78BgJn9uwD+JQD/NoB/7lu1Fm+g77Mkg2G3i1gwHHhCHPQHMJxG7pSzCNT5vCsntyQlKGJ2p08Mn1GWByOy68aegGzHjs13yPHDJvsftpCUDcVgv0ugJy+OXRJTPSsGsNy8VNkTscjcHXNS2jSQzOwmMMKbZ6c/j+kIt++m46kkfFIJjXPbkx65I8aAnw83XBBgOlQeJdmyJuFz2vrN+Cu7P8z8HGfjiYk8ATmwbcnMWgOCeXCpD8ZnrQFJzsGJhsrXKjhOxWyVSqekfgGw47fdpd4aY3lxqX3qNyt1T/B9Aj7ZDW4+ME1jRhtBUCrIdhxtdcgD4Eamdk5HBoWHp9QPHhLBkW/G2J1BoGdtWnej8oyMJ68QtDfEiA54qDjbRPdiCOVxvacbea6Zsg8zhApaZAg49qNxTZ0h8eVTMpaspLNyyZwaGTC/tTyx5cb3DKOriTaDewE5tcRs47sDSAnexlJl6xeeQ9MWl8+M/Dza9xE0IyWIDfRJhbQBvLgMis1bVomRlvARSUGC0Z+SAgoEgvatXvupq1VzetaLFbea8zZvKqNN1BI+5JRVc71yWTFP7b3+0iMIoOVUyyIJQs0/cGpctT076YBZrQCpdQrIScMjbLytk3T0UA8dcEX+GgZC+6tBwtx/Uu923mj1swETBJ7cp/xsy77ukEXyS32rAb4PA+EYWT9QTqFYqk2AashuNdiL6idi7XVVceT7voC51UkUTq1HSoEKbDya+Qfr4AW68dwbz+Vl3MNHCxT3wOxcdCl+ru9pXS5l5sXWWebM92Q76Fo3W7338AKDazfFbx1wxNpOOiia2VRzjdRD7bwPSVGeY3MY6NgsyzfRWCxtmRikH9qXNB1o+1VXXIuTHGkbNYllzXqcZTrzVUrlPTgT0J87zdHD96w99ahMfaq8/m6lfj1xpozzVF/Xcfr4HogSfuckd/83+vfnHEZ9LJnZ3wvgNwBcAfyLAnxMfxrAHwfwG2b2r7r73/iGzQXwBvo+SzI37LgE0yzxzzRMOzBGOGPBPBAyG4f79UQQOgsiYsmDDgfgW1x1N9DhNGAPG7sIn7D7js0HNtsq+lcyU4awlQ8GM9T0oqwDc7kJTnlMI9aGsgXqxMQgSZ6YE0r1eADc3DAmz2UT8xebJwKtAxcA03g3lWdR629nAAG2H43xo5WZh5SrwhcE8ZeUYPPm/AWy+2PyRghNTFMDfDkOgNVUNcBHIptzZKt00BrweEQ3rJHUbDuZES+lDUk6ZWXnCe7q93L2Us5t9MzhdXFQANAZIzDWwHSuCTJ94QimWEOpg8a4A2XzV3Z+cisf4Ct6lqWYWKzOcObTzOvShO7koUsLZzK0sa8cSEYS8ax7zl3szQJ6aW1m3WPoyr9/LJ3vldXT/n7Up3p72WM9RJx2qDCklDhXU/OeGzuLOQHcDh3Q3FsJ6ubGtdfUQQXisIaLuKXfz+1O7XNQTVUhI1RzBn6nbWI8F5Lu4Za0p9iHsgmU2ljsKUvJebJA7fuRrBH3YTJ7tS/7JtJ7yb4+5pvbBJ0nDDlfy3sPHteP+bvo7cKmtSTRna2/LQAQkrqVDaDqTgmaxXrZkg7a3S4SHS/o5lm+Vmna80JMv9McwJNxjvoKhJX6Z6iQVm0LtERdwXi2vv4ra8e85LwLA6FWhsfP4NvVD+Ro5DR0W0iNvwdgzMMHnXmzpBHrcogxWrZnEej7Oa2JzD4+nPtPSo/VUKWa6CeVzNNT2Za1jMeLvQRps7V6fU/fuubDsoitqx3X+tdlVZcwxvQ1emathvxcez13uyt/tnKCqmhtVBnVNu1HrRmVk3Rj2d9Nmt3ol8hLu05Zys8R83xxzV8uGWr8ekmP1oy33Ps6H5VZa9gfvrOWel4T64XArDF6S98m/WMINu6/PYM6d/9gZv85gH+ez/3mt6noDfR9pmS+0Yud0XaGMjHf4LZh2pZOWEqO9YBwAiim8QAUwJ0eQSduGLalZ0XHZVVpsrp531hu3tjrsOCBK6+N5Tac0jIEUY1YZFKzOcO9qDNsDz2BHpufqhvxXACsnXQ8pIGEwDz3N0oB43kxcpJl1AEqRlgeAuW2fBDADKoKieOTutJ0K2mB61YyIdkyB5Ocv84n0eoFtOkAaMybr9SbDPhpnTyYbZWZzTMCVdP4opggPjdAz598KZwzRD9FqjcAT+zvQIx7uo93w9WC4ZkI0D1gqaqriQlQJy3/WC830DWKEWDD4D6xwXDFDWAd6k+3J3VzzCkHEsD0g3ZttDFNRsdYsiyY0L7LDnXjb1a3+z7SDlTvSoIaKmRdBYf2iE0iUfvS2r94IBkolqXmkaxmm/fiE+fpB2C1zBJTw1IlhSbYWg/4fukSqyFlcK69bkB6+NT/QMneNoKykgrac3lpK1h5sJL26blSNRWF65dEWOwEK+wE169UUaE9UnRmOHJAh4mlZF7TBOj700AGs0lqBsdTjFnu//a+vvfPyyyfwdqDdGYIX3qPZOruNDg/7qfftHolKS0JReUZS1J7BlezwjPEfp9NGhPgS7Nd4Eugrhy/gDH4prdydACxjGpD9dBJF7QDy+a3Lm+Ml6ehIaNQD0jpX40apU5JiKOkDiYC0I1FqlgrQmdAP9EeMcV9Vl6YzNM8vDYViHrF4kIDTpAk8tzu/vm5vPpe9n9lb/dyA05lp8p6lRpti82YNLpeXu1tgVQDj/YIbIv2aq96+wy2uc6Kc0iK3l0B5axj0epQ/fWCtRfLYRLQw0nUpVytZ/XIres+9D6u1wHVivhltnZ2qWYf2aVMPFfm/QrWb42b+shK9fbv4/IevfGD8N75027AffqD/PsXn8n/iwjQ9wefyX91egN9nyGFqkpApdpwjZGDN6aKt15GNZQldQLgJDi8o/VQDQ3G/sBmureNA3Wgbu0336j+adjo8W9rBGoMOkaxPUpwZ6zYIKoHD1lJa55Laq1A1aGDejRQm1ftFVj90u0BBG5kX2Lh4dMtQjwMoHTMReNb/dsoSzEzY0BklPfL1s5wrA+CnPhNUkA1czrj8OX0NWbC48BNlR+L90ZnOpejpBmqN9CgonV4yDV55no01Dk2DjGfdf95zJjT6eEFNe39ANwmUu1z5PPxN0I7hDrshpAESvpXdpGOzeLvwY7dfMblBTygFiWDMM9gDhMzvQROzqVW0OSbUhHV2t3p6XNgg/ukzSraM11q0FXFouyIcTkJ5vqb8h44qOLpUKAMh/ZVyLRcItVAIzn46ZRA4vLSDSv1r5w3ZTls/SHbVZ8tn831ojWkWFzVIESMLqDJe8vFvW77U12qydSaLaAlM1Xw7UApbcP5u20ArqFFoMspMwyn9M9vsEFnTm7hXCqdzUQ7hySGqYIu4JhWiGTNdR2FtBNE9ropFjmdwHC9JqiDwl4km5lqj9q6/R59WmexfKEl4hGzSpzzHjBHdzx6Mal3mefXLfocIRvW+uTYpjvjGFwj8lYYe2CIVESPTA5vnN42VW7ZwYVVbnfw0EM7BG1Luz6UTEO7riR8sc+3zGkSPd8wbabHT/Q8bO29NS/mpql8jiq71PydADN+i7OV73nsMQPj6sBTcmh0ULO5tUshnc2aN6lH16hqJsMxlCZxK9VL1/t1vdHH7vXg7yXW+m6hfeS9cxkv5wlgub/UhsdJ6vPPJeXmeerruPbPncYVXVzBWb0nVV1rIFh5OvXWccttmfOUvVjNFQEsYS9Uo7dyMHqBd/1ZboNVB87pkSrt2tEzP3F+bhkXCw7w5M/1mWQPnnlpjZ3b8ZY+Mf39/PtXn8n/q6fnvnF6A32fKYUzlAMHIr4elpsjHstkgsIORwpLRRgjrdQnVB6dB1zE/AsZmdxne1Nja7dgMOwIZiyCo4vhQ2FKtlCeL3UMT920qgaXmh8ojbnndab5ndomOwBMDwA2qYK4UR2RNoD7oMxmAj4YZ8occxoGbfyCkelDdJbPcaRNt7tiQDU/zU066lYNDZCVhIaMVTLlBfL6PbHoerecSLY17RuI3GAEnffa9NkiAoYeNzXZWYoXw8bTYLRtlFMbuDO4u2MMyrCo+glYBn7fnHfkHgBwd3k/5V9Ev29Ufzyo+rkxZp7UQmHAYcGA7UYVMR9UC90oQaTjF8okgtlTOWU7FEBcdkPN4YNpPc5kPzsLegaEujQIFo2eQ3kwBzCs/dZVyGaqdzr5xtmkuZNzqT3YGcLVlUswLuvhGOtqtjyseSjGNUo5avIBpAqq21Kf41iAX9yoW4K7mPVYTAJ/WsQh2wy6NOmR12CY1uwGfWSswFAXpadPgsYDq+OY4QYMwbhDugUlMZRkUHVb2C+m05iUZgJlO8g+uFRCV7mMKGtzUL/sRY1x5DksOU/l5WDGcuvf0T9zzxpwtgUSu99ISTKl51T7Wd+9ijpVfa+2Z9WxpqUgtxheT5VkwpVXtTIQ0LLu1K54p12N2LrT1GbZ7SomYPQjWuKk/UZw5bAcJ/0rxlQMbc+roBSqr9kLJti17IHl37BPLhvO2eZulGohncU4aOOFUv1M8NjmrlQ/RTtY5jI/pz2v8u9m9aVU9OdeY/O1zPm3TZ9ujeUu+7gH6TxEEH0bdz0oLZnZhisAXZ+RkhBmgUigmGN3aOr55KgCeD4sqp++lLhKjhsdhnUYeSyzutq+Ie1fl+6fpIv3wHQ8GLP7q4OH0rlsbqM+dj/O9WjUu/bhpXX1esD3A4KG/4CZ/a+PMtz91z9zW34X/371TP5PTs994/QG+j5Dcp+44j0cjsPDGX6olXWX9UoCfjplntsiTpW1Iw9ic8OcG2xsuPkTzHaMgHa4tvDps0GLYgWDNA4Cv+6oYGaNcVjdCBSkQOoG2hjGAZvOR9gxGXAHAKHjEDJ8NzdcxsB2OG7DcTF6lByGfQCXYdg9bugvIzxN7hYOYCKkg2V8P7l8H4a80Vcb6iYRre81vBLYiNQtd320J1JxJ1KdLtwzU8Sfh4wRUGVQaufBL2cueg71np7t6qJ5js1aGqVaSmalS0n5yswXjKDckxmOOqVu1YLCK88CCPpUqAcG3Obnje9IlVTSUgelpMZYgFwvCV5M64C2ngSrMVfBuh3FXubBGyCwHMJYy4N5Oo6p1SqWURKDyBucZZBRjBtmwQN2hofycIZNQFNROzGhNdq62Q+Qm+qfkNMQqpqejtPzURjfHjNZ0V7v37iGOkKwxtharrNglHSBYe295lLFjQ5VijKk1C0ZoKbu6QajerrUjYYJhvGzYnaigCNgFcvTm0MZCLyVV1F9A7AARIPldw3c6hwG6PHwpDYqVmmAY+EeUsma/ZSKqc6kDwmWAF3eFJa3oisJKM/7UXN0n5dOK+7m/Hlm6UR68nPPqxVr+W8pLOu3GpfzqZSlWLnP0N1lC/XGehUyiPDNQ+KeXkubk5gJVrbkxX7tVxjr/2XrxxGFAF4125B2suzfOI+g2pGXpoBg77LNF9DSJY93HDjOM9VtgTsT398VhXqOpVZIibhs+nSW2WWcjzzgaq3kOn1NXpNOPptnJ8A7JWBtF17ripXEelGRt/6E2sWVmcUXPeoSLwcW+pa/nwZY9nhSD479PtrZGmVKLTROWOM2KM0jnaGxfO2Z8ZyN1trZpC9GztdL586zxHtzOfODltdgafzXk+VRfZZ0rO8Q9Lajn1zVBm99qIvIe0rxUvohqHf+ANOZdD+X/63TG+j7DMnheJrvSdwn3G8hafCDDOAqEUiWw3sgg3tiGddFRzL6xxzAuAHzKdgre8I1b9E3XLHFQWwDE8GMp78/EzELwpsu0A1QwGB3Sxs7eKgMDqrxmQih9zva5IPgCMmPOYmnJDg+MGeoEm4OHDawG7DPkPDdRngi3Qw49Hk49hkOCjYLu53dKPWDwwZBEzkTeREUQcvjtehZk35Ef0HiqgNLTNEEAC8WQ2quOBFbb0RRtowdvBicqmccc57LYiClemkoJhOyO0xjQkrukimIPMUzc4Dx03iIDaeaXHwfw+nUJfoV0riQsgoEqx2TSF7fh8sLaKwL2ftFXkj7BKwspYEGwaC4AClg5nDM9DCIZPvyu1El1CXZm+nwZVCFs/KMa04Svua8pUvA0TwAWjnqCUZf8QZjrYaqXU5o5iGlnGxPqt3F2nOfxdRoDdho6l8ByANQUNqU67QuZGpdsQ6I6exHc2eE17MjLze81qk85NUlSHj6DO2BuFVWiBezgXny+KvwEQJzCbdc8f1SzgfQQUzQJYE+qnaigUWBSTcYbvEb23nIDkbSPzJKKtOyXcgWqQ2WNXaJ4SpTiD3YR8OXvJ7GAs4aIOzjLl4b99RbeZ2ye8s7M6jn1NUHYSvt6ZeFYk7PK8PhJYlrksHsHwQK7yVSooPKG0t7jftWb1hKrMGzoSQcXpoloBlBDtpcZCNLSKEcqaAftbvRehvjkt85sGkyIbVvAOH5U6+I0fd0htYloUbaoHHoanruyU7Xb9GzZJjrklEgZ52nl6e9z8PrWO0MZVG/qOWtSH9lHl7M02d/0DR/6XnOd6GZmaqZ6c183SHx3XnhbDXed/VZe8Njd3fg1NeUm+VZvpTVCg0FrbbfTuL/YDWKl+iAbOU9Rr7VwVO8UReSVUS1SXxHbPO+c0uSrvmpcBWtvnx2rXUVIdv6vN33wb372y2a9DOU/spPQaL3XPoR//7SM/m/yL8//rYVvYG+z5AcE9f5NaUsEzLMnn5g+gHHjcxhbZwwLqf04Y4D6ATAEaEeAgROj4hZ0zccfsPAFTffsNmGw3YYBrYZHjwHDMcc4WDGnb4sxNiKjSNZHHTX7yRKFm09EEQ3PWKSNscZGwdOZ4+kbhRMNDAt1CAmwunKHBFX7nAPKaCH6uFmoV64GXBxw8081D4tYkPNEao7ZgPjcGxDYEreCVlJO6hFoxYA52wLDx31ZWHIUIQ375e9fsuji91OstzsjeqYF1taSoFDBB1iH3QM8NaxGYsDVnaBbZl0+j00X2hgnIdTOHCR11LOCRnaLdU6we9ID6CDqrcCjPG9gN9uIwO/i0GeHgHbgVB+2eysHuy0f9Xd/aBjPc99E+0mC7iEhBjsK4Ee8+qgAoHdajPouSp7TMAoc5P9IJlRt5nrOYNXSHV6NEmibIBgVS4BqvnMEzsY78F1JJXR4lJCPVNrxJf1eIaCC8yriMa1aFPiMNu7tpRVDhUMsEk+LOCTAin31ShZDFn//D/UQmuVd7vAlPwRfnlTEQ2LPgFAC2/AvmEOo4RONoTg5QVVS71AX35PaWXBPvNYo8PrplteSOHIXsRglkdMhY/oTHcyPiqHnJHoW+7DNksPFAKez2v8k549s+5RwfmySTOyPr/WqzmUlHIUvc7fBXpbwOqkWKRV3O8CMFKRdJO9oOT7JR2T7eHkepdeSOyFlgeaOeR+IxhjLyTN73nKqafa1Y68+tIZifGyKsofMHr+7NQ+lkHz3IuamLjfoe1gDnK1JoaTp4NUHAlQ1rmXZLhsN2u/r2mND/gJqVe4MPZ3FbyYt4KEnle/93UEfU7aw7E7iYjydUlbbc1crywevOgGpHFH1X1+z9XFR2V60VldevZwHOkQZ+nDWGjtuX8dkMVlXx+0W+0y3dB2Gr2UaQhb6sfjsu7nylux/o3OacbD8awrxNgjpY7aryKKuYlnb9D126eknz1s+FnS/8G/v/ZM/q+dnvvG6Q30fYbkmLj6T9A9xQFiJkMaMAmQxAQGG7DxUSniJPRgOrENdksm/HCEg4ehaoMBnfIq4gJhUeKFREdkaktphSUz1YkMUEy/AZTazCReDl+U5ZLRJqE2WALEGyIYuLHecVDaZwNXB/YRoG93/p1GiV9JAbcZQG+zUPs0BzZIAsn/+wGzzE8QtgJ9BQJTUVCAxyHWJaVpswq6J2gnbs6sAzpLgGcoQJx2R142fulmP58vFSQ9q/KXZdH6nTEIaWOeZw2fGeyvHN2YOSOBENhl/+lcxhUUvr5PD9Vdd4FEOn1h/R0IJttm8dxhWiXIW3+B1bAj5cVIYyIrDIQXOIPsKxpz6Dq8CNcsZk52hd1BRNQmgBiDK6liSBtnOVBqEsfgP+S2xuE+FqAYt9aDar26zY59L9s+QJPJSUlnTtwshnsfAEBjWJXXP6/f69CPF7UWo/2NIYMs78QpGdcbHb04yCBEXqyzLZgAB5YYgmQOLB26SM2zlDFlE2iQfaC0FAQKy8lMyRdlO4hkPsomUOEjWIsNSvOMwyv4aqnVVAHopeIsTtyR3kPNGSJC4LHdoxcPuCTTfD5I2rILj3Z65hH1P+cbAEyvY+aZuur5xgwj5v5s1wiUMmW00Zb1I2+p9TsBIMB1X1Z1tbscm2+1T6zOh/DsWc5jkLZPzrWrK54qrwDHenmj3wDkdUavMx04EQD2eJ6mC59TvDc5fUGC26alI5CXg02FQKt85HUIkIuuqHC8fzcFVWYBv75inueizeqC9oVl8cr00grslbY23X1uoNdO72gz5cHU6VT7zs95vWJAqea/0HqO22LDd2pnaCEBJa1bebYqp89b9WEZneVCxuCzrTGv9Vf1PKDRSY5vbOLpus/1vOh3q89EoUS6n6mPNeS3GZeZquCsztl7X6O2jtFb+uT0l/j3H3omX7//L9+2ojfQ9xmSu+N6fEUmyBbGQMeMjkxJLIBRUiMDZJ9Qx3Qdw3FwKZgC4yvNOsB2O+BD7PGXUMyj6QcuuGBix+EDFx+YA9hRXt9SxZD/DwRYk5nYgFT5ohcjOpx2HjM7Id6Jh3wyuEGAbjgwvNjD3Qc2TGxm2GfY4ewWCmUh4QO2YdjBv0ZASNXOzcI6w2wW40cbwAJ/TsLcGRedObyn1mcyxyUFjP4IBPVZQfvNzt+Lf4nvZOIFvAylmlqAVdLRAmc5J+yDtbpqjXTibusZ5ToEdLg5xwh0kBPPBCTqyJVP2qqbP6zZAbb+5kKfdXup98RE9vAYgEzgOd7uOX+OEU5VOCLTJ+93Y/VNlGLxGnJDzFY8HV5ECT41CnmpMRFkkRLz/K1JDTSAuQW97DMh5tOhHSE1rnQ54BMhcZCNBhkhG5g5TlqBUrRbWD9IKofenofJF7Wbu9ASXnYgtqAFg4y2tKbNGk1CXELEiwJ+/J2qnJWHsPczA1zSOQHAQRAblEYOZIby0cAiGiBEg4pu2YYhdVSBQtUHS1VQXW1VOAl9VvtBxzEBILT+NN5DnCHkmbfUljto0jwmyOx4AEl+mFcqwBCD3r9bzUMWoO+ir43pK+Bjy2OP2XbP3qm+lDqc8nq1Yrs7E59PS3KSjG+pROrZbM+UqimgkClZjym8OzJEgykcBEJSq0sfzZdBSp+SR1fYlZ639Mt0PknNUPuO68AcPif3gC6DJOWQSQPZ6qTdJf0vCt33WI1hn1h5gPZG6/qYmFnSCQGQl4R0tXI/nSl/mbZ8k/RCifbM5/ZdtLquXPDQpn6pLveHzpU+5vcvik+JtasLp7UtSy9OdLNR2/W1rlpv53Ug+qsLiObFlBfwSYdbB2t/+d2YLSEqpJqaeah+9Q1sxrOsuqYayjSlnR8P+vlS0mn6007f5Yr+jtJ/hRiaf9TM/h53/7+UYWZfAPgnmf9fftuK3kDfZ0kTx/xAEX2yDrV5DMUIQTe1e4RdcINhR9z0SDJIkGjeiJ+IWLjGmH4D5hZHBZ/TrawkC4KBQUr3YBpSnU5AiwyQmEUr+lDHWsolAYhQv5QcyAAAIABJREFU3EsIU9rnoAdGrNwIQNcNwMFgzhsGdtqh7bZhM8NG6dE+Ce4mcBkRSmETQBwROmAY4yMa7ecIAmPMRjJpdbCGcxEn85jSPj53kOKLeeqgr4OgODhyepeu5mcrAOcW6pSwCvEwTCBjUHUVCRCHSZVxpNOXpNsuW5m6fV+AH/vOR/K8CIkbMEa1Vb8PRFgHs/K7MAYdtzgSDEy20R0p8ZsO+BjJ9jmcITEU909qoZY30lLNlKpnSBkdMClwxrg4KkRESv/Mm6xg5JpLBizjTQGOY8mLIZLEIGW+ffXC6Y5elydZlnVZLX/1iTmi7PBMGoDPrXrhnDP3A2OQ2dSBbRMgcBxuVH9lCAstRDjKG+KJ59Hc3Nn14PT97JcwAFoxW3X4R71ieA3wozEpg7uE1EBAy0ZWa9ijWDlvaXmT+z7ilgqUiTZSJR0F5GINt9ASFkAvwkfEptmoruTmZUPIvSY196SlAqGooOZhs1zhI+Rf0PhZtEWsUrrJ0n5GSbo6nIB1BuqRJOalOXuey/e7Z/VrYzqXMs9M7SPmroh0QZ2ev16y5LtOLYC2IyskBD0x850MO5ES/9pHS9gNj/c30+UkL1Bqt0NS30f11anFMq1d0uTFRpRWp9dkqKHYjwYx47Gny9baSpODB2qq5lnzEe0WeRhNO2NqOyOom07UdWc6nHRCD3eAIGcvy06mXT7b9CJAPCeN52OA9OnpvKbt9Ptzp2XkxS+lzn9f5sd/jix/8NAjuoim5vmxauweID58LviOx7VFOfntVLcvH1LfJ187j56zvqVvvvyptsOSZj0alSqzZP+9vh8gkPrBJTP7EwD+BID/zN3/jH539//TzP5jAL8B4N83sz/u7jdm/5sAfhnAf+Tuf/3btuEN9H2W5HB/gmRn0uUGBAKtGSQXgyIJQkgEdoQbdk9mM1RBeCAkxz/I5TkcN9rgOW4zeLhNUghzHHbDtHcIN/9O1/k7HCEl23zwswCKQGbUlcoCtt6bBfM0EzQAJyJixZwrjg9pDQ6qv5gFizfccEXc728+sfvWpH6GfcRIXjwAXzh3sfg86NkTRo+eCBDI1hfTFS2XytBMFiMalmDFm39H8ttnqV/NOBL0iSB28q2xSXfyLDsBnIFMr6QSSOAXHvEqTyzBIHgI5qbmKQGuKu4MRLZZDDTBmxh0jlHGJ4RDLvNpEsMbeqTjl0NA0gMEhpqn1AHj/QOWUrwYO2OohwD1ARh1oUCVsFHSP2MFyrO0Bwq7wZB6VDxAPesYGM3ezxsACxtCB2zDxAG3Yicl7ZvJNu78Jhs+fTswfGfZAQw3eKhw26TTmaoPWXdJG8PWqNQ6i6mk5MFrRQVYkdOVVc0mygRkc6X57Cm+i+Fd8zwdScUjK5uyMiYlzYg2lldi3pYvqzGeSQCXu2HwMspgtE22lNQFODwA3jhvfINqoCh7wEMAjYDxgJzJIMscIyjZbDslpYQMLTHVBwuYcCQQF/CxJL1J7azBAheI4Vh55YsgxDq2+pxzsjJz62fPj53Bv3codfeipjJn77WMmrV/u6TET3lgnkyg+jIptTm1sxy5SKbW16mAYipnnpyelASkyis7XUCXNgX3pNztma8WdzVNgUCdBkFa1F+DKayD1EPbybEAZd3QgQAxrw0QdLDbA7podLwjiWesm7E8ZlZtXVTuXGXes+ymh5cD+XWzv87v+fOnpufKOZf5sTz/+KN3zbRcKXeH8umArnPR8RqPqYJAMT/P2Lhl+Qe67eejworW2touq5/XD+N8N9DMDeVT+/xu/65dbTpmeseqfp7h1bZPXwu/k7x3mtk/AeDPnn5+Z2b/Q/v+r7v7f8HPvxvA7wPw9z0o7k8B+EMA/mkA/5uZ/c8Afh3APwjgrwD4l7+LNr+Bvs+Upj8hbF02EgXe/9oGw8ab53KEkMwAgphP3EL1DgfCq6ekBBO127vg3Mm0SV3O4XNi2hVzXDFxxY4n3OwdbnbF1d/hYu+wY8fNL9iwYceGCwY2ql0OM4ZGiPLjxHV4YyobOWhsXhHaKcBH1bZDqqbtqNZBWtY+BH26z/eB3TdsNrAf0bbLVPvi/7D1CzImddAM7UCmzbIvdayll8UHhEm/a5RTykfCOB2pYiW+PG0E+sB4fdStcD8mFuDXnhsQcKUqmpfkwEBPncwTb5gWW4Z8tmGGmkf18dTvsu/r7S7w30Fir1eHE7FYVSF0T8nxbGWWShlg7uEYhmXcaaIQHI1seklrJCGU1M1d9XmCwFqDnms48vIqAzKwN9kmmYJMi1kMxTNJy7ViVb77iP0KB2xQTVb7eQLKgwHNhiIWhfZzSehD6l875XzcSoogBnjNPzFK7a3HqQeb9lNloku9XU39kJK3ckIQ/Ul6QFFy7A05eInVWc5iBi8ESqIYAd81nCH5iwsmCzrapIoBrrV/ysmMGR3CyBEMSpU9VAdpc8hcZ27QvwZeVZdjlTrmzuhqaJbDlmWaelnSbWufASzqV3Uh4Ln/RXE1sx3yreRmhWZ9+8sBS9R3hgv3ayP3Bmqv9bVlvZ5WnuhAnFkdGkVK2UHrp8ZQuii2tL7GS/Sm1k7tz1XG6qf/Ryv3vD86Y+uNaPYS+U7u3fI+XLy5KPtJs+VUW6XObfOXZbBWLrzPdu3X4hv6U9bznt33332SrbXOhjxM+Pn5vPWYelUe8ALoivlLTJP/eH7O2c28mYf4x9q5qExCD/bf2+nlR/hvgLX57W3R0zoLqn9VVy/7hPiWPkSvtYxTmp3nSj9fjU0omrWOIYrWIy5wZc/9/FnyOzr9MoB/5PSbnX775dcU5O7/t5n9wwD+PIA/CuCPAfgbAP49AP+au//Nb9/cN9D3mZLHQcTwDBF8fedGkc2PVJkGhl3QrI14I35LRnD6De4HD8cJ92sSHnkUhFsjNJNeQsOeSZ4ND7vhhisOO3AbV9z8hh0XHH7ggh27bziwY8PAZgNjElShpEwAUlUhDxnZtdChio5iDkWqoUWA8JCACPZJ6iJmzskomRs2CyZv+KDa58BGxu/ijEhIdS7Z/5kZHb/E5wB9UvUkUGrnaL8MvZ9FLNK72b7P3nVf8xYg5SgbBNWtr43mh4SmwGCCNivwJ+BqLCcAobf3JEnzchiT9elIsWygWM88yPwBGfdqx2yfNQYZ/NirzdPa9zx4LNVQD6rrGjzVPZXMi0lMOz0LZkrBnRU6ArmupB4WUGFlVJUroDJbl+UhtGyVIo/h37OODXJTVKBEdSp4NNImJw5W5vsBWKjyysFCSPU3ZNgHGOsbuYf0nkSqscUm1UJLIlXq31JM5ayawd2QgeVzFfe/PXXm8Jz//POxbiZmUwFSRjIUc0DA1tIStK539D3lJnT4MiXxA9DVSwXRpCWREsKsWYCv2wgWsFN9g/XkZZP1uvi86GoCumIyM3wEa9Z3iKaIOWrMYYeLo6Z3ZWJR8Epzsgofnme2znN9hjX6vwO+zgSuzzYgsrTo/nv9jqTrdWLUc9WqvK7J8sRUD+t2e9beTdkESvJXsUatUYMOyku6WyOg3+OZDZLv65IlGWtnbaQFWjspVRcdSHV1SfGpxCpppbNtefZr/HRoaK9qH8a/ywUiJ0t0Sn3sFz7x7IiLK5fUyghiYgwCkDvs0cQ/KPNTUs1nL26lO8/n2afnic5+5Bw/f1vXVsGa6vl5dd9/00Ws5iPzHvQ5z4sWs7TWY3xfwlWcAX37urTMLc9X1XLf4kfzvKac7aZeutgPtl7A7DQaL6dPefaHntz9NwH85ic8/+cA/LkX8n8bwJ/k/99LegN9nykV8QuuV3Zvsb3EkGwYdsFuO8x2Mh5xAF0a2HA/4Hbg8AM+D0zc4ASVCvheqidojCI9mfkVoKqe+wRGHEbTDhy4wDFB2IcDjh07tjmxI+L7TTPYjMO4AwmRrHlHGkBOQr/WzZDzIHR4BeOW9JJ08EAcijcFazbD8I1w9MDwgRsCAA437G7YaauzA7ixnRHLDxEvjsAvbeV4m7cEUH9w/pWNFNKbZ89LKxSvwzmdKwhMxSTEa9YZwfX8GqOxw62dw0LVEiiwZwjbOkkBYl4oCesAbbQ5IBMqiY2cbySrrv7WL/XHZavDtqN9h1Tc4vlUAdVSyPG1ZKjEyOpmfBoYAkT2bAiJMsqZjrvUouXunJKSfLbBPR6OA4a5hHMYzJtk0rQq6SnUBDpHNjwkhCPt6wpelS9RXe6IkVtDSwgg7sCYVZ8JdFLBWHvEjqhPqt0+aXdJqaMNIOMGGjI4PBgiQ0DaPGPkrVKAe2Y8k27pHz3W1/XyY418vL86elEZpfBWjG2BPqRNX+TIX6axjwPdjlAy77gsGrxFB0sUEIz3yhHMWMI6TObNBIfMM1vCR8AlfeX+9UF7S5U6cn3Dyj9pZ8zVv1BPRdBuzY3p+kWbfELqqV3FsbOoXCnr96aO36V5mjMBvQ612DA02JBzWnV8jGFcwdhZkiaHFl26oNwG4YC250bShZllJQtqvVw/jZXKK/+dGaajl4E2xqy72qS1XargRnqSgKkof9RiQLf/g56zU5uThmrENQexry3nseZskTphLLOxqJgacp2uUqigCUPqwAmQah11B2FnuP5JLH7jDe5A5UvA45vmqcUrfmqNOOHHdp4hx+NEG5u+oyddrhfXiwiummDUsq3+aANmic831FUW6Vun18+/173KnvcxgudbnMU4eniK+JPXlVw3G9/D0qcULHgf8Lf0Q05voO+zJZFLWX+0YLMGmO3YxgXDdmz2BTZ7h4ENg+qfSlKTmbjF/+PA9BsmItD74TdE3L8bJgEgGqMgBmP6Ndpk8d70Gza74LALjnHD7u+wW6h67vgCuxFkOSVsdDqjYN86INRTh5xrkKwteuCzbrGsWGC5u+/eD8vhhdggSUMHntxC0mcDm28B+rBhR6ikxqeBzY9Q+cSgRCkklmYne7/g1Eq6lozaaRrbx1SopZpUV7AV0EoX5kBqi2QJXuWXlJEHyRQLPFOyGqAXJUG15mXVStKWarhiRFX2bC6EWE6quC7Me63ZOiwsfzqT+DMzqRAOcBCYNWloOyfKy6ukK2LgALlocADTysZPKnUCcmL2HGSYKfGD9wuIWlmD72XexEm9M+qevB1P/4Hs40BIp8XIaa1KYl0BJXypedBOUO1MRy5OwJeXNUBJEsOGMJiNkFFUYN8Cmoo/Vr2dGAKC5IBkCxjntlZvqWbXnGP53nkcnD+3uc/3+zpyQM6l6mWpupW9bLH7laeYe+R0yZNRBd5B275YzW6diSkVTWvgr1Tni44ku9udxtiWACDldi18xJBtYX8mJX9kxU3AMvoyatdxnxtpJsGsGdXw25TlSjSqCWeJNS+nX9ugr7TrzCcv83k/548+15q+T/33lQnu1TVQYSuY6E2qUfD1RwM6MKs6Cd4MJcXz9tn0hP71uzJKUpm7OVu19rp7zZ0ETIRgTQU0wVKGfmglObA4eAGQtvsgM93BnPZvI7K5c6y30WFejHxPpfXT8AZaedZABtempFZ97nrqVwPPJYWisWrs95teoFMv5mXS/OgZfu975Py98T4L2tT7S32cg/w+65V+e97Kr/maHx3CIBu0kG1z3utWO+tC5pTH7551twFp9furxvO+gT8Im74fQht+SukN9H221A9C58Y8YHScEin9VWLDO2weVnUb9mQwQrZ1AB5MZkjnDky/YtrE1T5gzhvcbjjswPQnTBLdAIOivU410ZAeTFxxI/C84YYdT9j8gptdsPkTdr9gsx0X7A1ckX1yQwVPdkiNqVhSHrdyda1xED20cOBSx+1BqUiTguQBIwZxJPsWqp87zAP8Dds4ipdUC90IEDd6B6QcNaV+An8ruCqWZdTpF7yI3bsebjB+UcFJVsL7984CsZZ+PnTVWA8m3VBSPZhs+crGR4AwJX963gq6WcvL38VXs/ZSrFuP++zSqR/52ZNVy8x816sNXTNKsf+6XzwdRgNNQokAfpBNkzsdvzRviOhMcn3uN6JyzKLyATBmH/NmMVIB7sByRgNHdPBiXUl0JsMVIzhh6RVwQr5tLesveWCX2QTE1IHb1dXiUiFc28+2jzW+k8yHQ3YbfCvHMw/xFNtp5DRrjxgASWFPFbbUmW+gSw7QPrMe1yggPzuQ7ctZybx6p7x8FkCLJoa0LfIE3Er1U2s5wMDqGCbdkHvZ/MHp7EVgE6OAmi6deplo6qVp32IrkGQ/JGktJ01W+95KQtgBJLwkNr0MbbTVlussd9AefokrOzPvZ0axr40z1XquxI9wVVxOgl+PyrX2Pex/dY6xPybg0WyMeE00KR2dvGUzY8xM7kDke0UbYt8qOmMFsW4Qj7/rqkKfe6t0caE+SRVccyN1T3kVlgrnPb2dPnMtKBiN2uptnVUP4p8M+5IHbHsvwWIrzURrNA5e+wy6aOv735bxM/T1cZ5m0oS7NfZN0kdX1TdPLwDErpqcF+fKy8Mum7iS0V5u+17Dz5F5AUB50murW9IX67vfr881pvbS885nao+CF6ydwqxlvaUffnoDfT+V5EksPaU4wUxsuGC3d9jtC+x4hwsu2D0kVqO5UIcjgdENE4ddceCGC77EbX/C9AMTT7j5Jez5/EB45jyWVsCn7vujaHrOcByYdoPjwG4HDjuwYcfEOww6UTno7qXcz2xqGn3reajhpQONfszWoR3fgvlRgO4V9DHg9UJgiyky27BZePsbFuM0xo7NbwSAGz2Bxv+7hSXgSCBoVOGqkBEdRGnQM649cH85zrRI/lCkttgAHrsN8Ga3Gj03t4WMpsMIX8FfSPE8w1AMSIUz8spxDVJCKAlgt/PrwBAZxLrScnS0L+m0BgUflpd8/SrJpN4TBtA4Hc6Zpdpk2qJpTJuK5ybpH/sgt+RydlFSs2BRwmlFjJd2YLiM7wplPMa8KYS121uH7A4HNtdOnsnE6ZeRTh0q0C2DS+S+z5AQ5nDuzQEnuKStqzm96B7ACPvEQQlDSPiCGUb2CQk2w0aRaqY5nk0C6ZQM6DfXyJ4W6N0KqJT9X/Kf43yyhSxRzCNzTwxUMiRcIN6Ac3kENQIISe2OpEbif+TwBVLTBSLfQU2KAeCAJKi6TJpe0kDrkjpYvqf9sISMYN0utVCBS6rkmgM+CtildNA7I21UUeUeSG5RHo5ba7xoaE2ZbHuc0L7kU48YdM1Fn9k19Xl5HXvn+defqzZrX/82SVkrQ+MxREXb5WIxsFHrYCCILhnUnizpbw/nEM9s2Nv3UtkEZoaWKEvrCYVOMZRaoMCgOdBV4HLUtDAp7Ut6lfQm6paKsjnbmTdnZSOoge72f6OFlljmw0mnEsSI1lXD8sy5U/HVhRbphC2nU3tunWiNi6FU759fB8+lmh/9vZdQPaY3311efH+09r3Nwzk1bMc/ner5mvnRdILOz73mmkk7MSrP7Wl7fRMMOK+rKuvjhTj6evvppR9AE35q6Q30fdbUGZ6yewh+JNQRzUK6986/wMUD9F18x449pFbJUBBMeACkGw7c7MANNxx+w82uuOEJV7viwBXTrzg8vHZOP5rqp1QBgLAruRFiTQLFAwdu2OyKzS6YCDXQDRsO3xlAfRCURv/Cy2iwSVM2DO7hqVOHtGwYrIalSwgIGdmOpu7JtiFH0gHf6Po9DtxhezBlbFeofsZvI9VABf42gkGqbsmJPO12NkoCRtVGgFVk7pFCjeLGqT8dECUAbGfFWXuklNJqPCQdGHregr0QaEvnNIfyJm6wxatnqoGKf7D6Dn1veVm31twz54a3/8UXhE1clftQrYNzLnvHOiSrvXFQFKOhzzmWLsY46pN0brpAofI8b02n+/KeVlvUEZ5DdzhVdhXmhHNluozQiowLg2nhyXNAgLPCQOR3k/9P7r9czRUbMEI9lJ9QxwEsoR6q7IiRt+fvoTrNctyAQdXUhWUKB0qy9wwVI09GLxhqTY9U5NRbq0mGwMLI7/Xb/edcTEzTTrf/xr4CgMumqhiTAoeVk8CrSaedwC9BI+MnRlFl2wcYjrQVpJK0UFxK6Zr0L+lkeGUtyDbS+VDsupLuyU5PZc34ErlOMGjRzmmSGMYz5VjEMCWR1JnhSCa/pJB9lGozTf2ePHnNlajmp8tQXse9J1u7qDF8SunrC032lHTDzovo3Bdb311DPWhdCzD2d7vtX51I5ysiRQ7VM3p6GvKCqVQ/m62gwKBAYAxUnI09OLcunaxfKLUTxer58v5K5y1sv/ZKDYfnv3E2FACUpkBoDcQlmc7tZiWqWrKGntdXR11GkC76ad9/JPnp20pTziV993n3APN1RZb6o0H28vnT9PX5M+Z8UFbR4Y90QefUGe89U5/OtNck91orb+lnM72Bvs+SVigTx0s4K4mbMzlwqFvmkPrt2OeOi13wDjvt0tb7YYPjxqPo5gelfhO3eeBqNzzhCTfccLUnXPEBBwgCEaBQkjRQehASqiMkHRZ2SBM33HzDZjtu9i6Aku0R1MEvAawQ+QWemvMGMpdiYoph7sNzjybqHkzgL+SayonmlrtswAn0thzDUNOi10/s0UYE+OMIZ3sFBqXANZo3vkG1MMDTQUrcWHEebLWNSplGvxV13eKy23x/NiY7h6R7X03Gxiipq0Mk1TRnd07DdkK2iqA0sNTEDAVezyEiVCZOee2ieV3VtgK6nFurFT9rMrOspb8QoEZKAJd7fvZDdoDDC4B3BasM8o5gxmZvQ2t1qGcqj8ANNQ2SKQXDRe+BqfophkogqZgxqQuGYyQykiaoZQkAdbPPWkqqyLpadEiC2IEM9WBxpSJAG30YvBwJkBMDxjI9nEFBweRlh5uzVd5IU3qWTKChq4AWw1uMX8kHXmIGHEBn9rq6dn9PjPDKNoKMc4aBSGZzcD1Z7UczhhAZQO4jy7wKIUF7QNlQ0TnMlClkAkFettigf6mgELG/GfPPKRFs9QVI3IrpJVUXAz7s9KzUg5vqZ5VD+tZ/a+V2BlvzUZ9Zo2G55DBXSBTjXr0Hf7pcepQngvA4Dw/zvH07z3w/FR7x0gv8d5QESf3JNXEuewUKsgEGGjOddReIqfXZV3oB8ditGt1VDlhgsDHrXief9myUVZQk9x3uU4dUolbraD56A6I8RdRR9HcdW9n2Wev7XErjMcSp9/u8HMXHtOBFAPVMWtfQo37+MFOndbo0zJXJz7nOTnmrmrs+zlyiuVK5P4G6xAw6h0ZDC2B6ryp/rBk7l9nriyV0P3+rk6CPp9fBy7f0faU30PfZkg6W9a/ATACbA3VfFuqHw8LCb4dht4F3RmaB5HOD4+bBok5suLnj6mEhd3XHB1xww0GI9wEf8B7HuOHAB4Sb+AOOicOvgB9FqMzhfoStnU0YQuo3/cBBidmwCzbcqO65hT0dyqYubVr6SRE8Z0pF2jm7JB2W8UodmEH85YW0xg9krNOBQ97MG8w3yF5ys7D2G+nd8wKzPVU/N3pNjc8CfoMxuni4eZnZJxPWnIwkEQYWupquAsS42upo5HyLbfkej8p2AywHOp39G2xXSeq0hkBX86vTFzOCwSlmWHaC7IKtEkF1R8AsY+S1g8kMdIxyP58ah4cMjZV9n9oxyYfFcIZ0Tn2auv2mRHam2mt8lghgcLw1RimjO+WJ5evy2W77p9APISnQuWht9vifab2KWakwDBuM3gdBaZzemfUsdOCXVC9YzQmzUMeMw5/SQ0n12CeFegiV0tH2BiXmVAWNvTXJYCDXpZtzLYsZEfgDFgawMQJniek9O/9oJZw/v5TXYEPyIm1GpSLAdZKMOh291IsB4JKBd4NsWXS9o/cL9BXIms1xjKHKNu82fuuutFQRBaT6qefKVYecUxXDJmADqodm+S4QwTyWaw5eOIjmRdmpIurGSwjrPGdsk1E9WoAVOk7wJbeY02ekhMlk3uf10+/5XLT1hNPaWh89kyFbnl2hH+CLemOdxiOvJItS9JFQ2Vvbp00SW/JUdFBWu1qMcRFH5fVvMX8O+MwexF4tQBiXiHxWtE7zYSeQ7efrLLZPoEPor6laVB80mjXCd14o9azb6Z2Wh9PMqe67955Pmq3XPPu69IjWGM6r6LvPW1d8H6m1deQE7Ln8XoZW6rpbPvYe8r2C6P7Mk/GgF/1cN8VjGvCWfpDpDfR9lhTgxwmqvDETfeOFMwJLxtZg2H3DbgMXDFxs4DIGLrwhVow5MdiTzi1uvvHvxC/4hg9+4OoTH/AO7/AFbn7F1Z5wwROu4wOmByycdsXEgfQcmAeAYn9JTWx1sjJsw7Qd03YMD0u/SWcvUruSPWIn9E17prhIE0MUMsZgaEaq1QDFgDo81FTJ8Ic6KsdSNj4EzmLqJiWWRhB42DXaaRuBIKV9VP2s1pSr9wLddb9pXreg98Q9JqqYHG9nAwFMeorxfKUzHPUpnBlkNLEGCrVmSgWUbXWxlWHvYQDMw0YmehQKaWOADCNS9S/ZXEOqfpb6JNvWDgATqOvdaKPhnD/xGDWfp2fa0BWTqTWCZGpDyqgbzigsGWHVJRseDnOqe6I+C8mlmii8LU/exZv+8m3yb6nyZTqsO0NMiRxKnqj3nUyUpHt1G7zusS75KzVRldjidfZQDx4qnD5YV4ZyWT3jqq6QXpbjmWIeAlSN1v9iMrj/5UOlM6FtHIsRPDHtd+zbaQ6XnA4GPMc2fijvvsvCgph37hCfIRmlRC3kpZ3V1y5x5umKhGuH4XPYUyTA84G8JeH37nm0A0oXsHNjaAjKpU0eTrWbdRETc5zK610yKMaQ+x5hnomBLelJqohKM8Atz4uR4zDRw0fUxeM9CFSePgN1AdZH/hEL3Oe09rq/kHvPIidzaevv97WKlV0l6lhHLs5bADBpCKjXUsNsayvLbyqaWGnFfZ+cMuG+/5EtG/AkiknCSOs6E2/Wb9IqFER5K26XjqWSQJJZXnrP6rAFEpvs35us511cAAAgAElEQVRaqhUkKLy3gsCIYpKNX7Rb7m34av0Yyg4yjbyfWzCodtSon1U9X5t4cddilsr+tfrp30Pe6rTnXk3yvNr7byzUtIb5xt0+4MqavKBbG8Pjhc8YllWdbShG5jSB7YTWQd7Lf6Wx3nzlc2/p+0lvoO+zJIPZFwCuENMehtgRjkGqPGPwkDcAAhlGGZWF5OkyDBcLr5P7KMmMA6nWNB24ueOYA0/TcfM9pH5+wRO+wJPfcMUVH/CEJ3/CYVdc7QNueMLNn0Kih5AAwovZhANuCgURHjYVIW9gx7QAVBMbjFH0BoGTwIhuqTsEkt1fALViqsoI3yBnBqJBQWN0MJHBzcMVSQ0NSFWvUMEZtMYJSd+NbZWCJ4xqngJ9fG9z9SNc1AxJMsXQWbFiz6dG7BpfOjuTcD4pT8WJ6QsmVNIB0emRkj6ppHa5wwAwZl05DCt3GMMQMQBBZkRr0oJ1lGRscP5iDVe3kmWwe1b+4QhYnRF++h3t/Ai2vQ3F6ZA7M6hq81KmymljJSig56adzi8gmcXuOa+rc2ruNgDpbAaejExZ/tV6T6CXdjqy5qPkm46UJgxhxxeAr9a2QBrtAsW0GW0PfWYbjOFYgLBRDEZsQ8b7y/bIvpASRoVUYS0K+1Isd6lpZxy9dMvugIkBXV1BrLZ/Hzv4zzNY7xSvlHqYSGYn9078L0mupJ4Ciyk91oogjdClE5zrJSWBoP3fIIMe8yOAFiY63CEsI8ZASqQt7A4E9rQeN3qYNNKg+LVooFSYBzrkTA+lhqrPDCNVdUfycKJRh6l+z2D36uBMJzg19GeK5g9+Oz46l8AjurhK+l7BCCaJvKejBeTWWtey+y4ukCKHTwVm63OUe1ZIK2CoS41S7/TTMwVXdEkiyJKtNhC45cG2AAI9m7F3JeHN1rZ9ZrJXRPtHc6xy29usb6RaqTe6vgIxhXXQKBXPn9cUsff70WVRxnkm+jwkT9CXiOEBiPjY+fq6VACslfzM5+8nzxdTELXphM8e5HFNtsz1OGy0NTPaQarVaahLalXQZyZ5kNPn7IgA5bn8t/SzkN5A32dIwYj+Ag7fANyoDrUzJ8CfQyocoXYVrlkYQw+et4NwZFy5DRGke4+fsRlwzGJiDwRAvM2QFbw/gCc3XLHhg0f4hSdccMPEe3yNJ3zAsHc4/Cls//yGYCWvAFC3cmQuDXJbEXK5DRsOgUDbeT8tyZkkU6GulHQpiVERHjHlHa7I0URI6/oh3G+YPJnc/K4DswG02W7b5IVP4G4QiAsECrQK2BrBXvXHkA4fACADQ3tT9aymRrX94BXj/Sjv/F6NSH6mNE+3yG3EUJaVZHtdv4DSPD5jVA01scdG1c0ANJqnsA0Emcxkq5E3iFIz62vf1i6cU5437bkVDJ7ZhNO7zx02TeVQx5SuFMqRQ70uZSzF9jq/d59Xq99hlLLRtbpUljguGS+svSeJ6ITTLpExCTn/A0bX67z6sAr1ILjWWC22ReMX/dMeknfAiPEniQYvdbKHSFXQZN5YP9Ddx6uOkiYUoAupoCUzYMttNzgCWEb3mQl8aW7PXo/aF+Pcd0lHrFLaLHMGPfWMrdqJFawFE65nZNObV1iA34C0G1TZlBY6IC+4Lq2DVLssy21w7KSW3t3D6Lu0P0xlAFVPW1n6XMHHC9StdoJIugU/EixGXrWAiCjzHE5wrP4XA9rz4FpDNUcCE107sIAJalno84O8O1CXqst3C6F9fxlMhjpzY6JNvqz7e2PZ/bWCa/2XIxdDhmWAZV7NT9GWFfRqhC3Hppe51GgVlkG1dRiwysmrtvOzzrVdQFAAsdnwcn77/l9H1Uq9O/d6TWaNw1nij2WMzlv9/r1HqS+an4XU19kpxx5/Xr/7nZp92fGtn9fvtkhngSZhXZt19/0crsK7A5qcuJeI9X36WZqx34npDfR9hmQ2sNsvYtt2TL+hNslAhBuIGHhxq1yHeTDEcXg6b//EmG8WgO8dNYvkrOPCC+WQ+BkuEzh8w3U6xjDsc8NtTlyw4XIMPPmOJwK1HRfc8IQni7+HhcfPAFoBAJVi45Z79wmCL5tU8XS4DYQtoFQlB8wOmG91gLilV8WuFhO2EzcEMIuDSAAzGDMeQilh6clLCpg3lQWqZfsCIFRSbVDlS+BUEr/wBBos1sCwC5kZBnm3Dckq+ha86KjQGlKVFLcT3vFtoY8G2ibKM8kpz8/vuUDXyOczbhesAKkbbBTwA9W3MiRF9BYbJjAD5G2+1VqilPCG6MdwSghN0j+yI4EPOMQOW7uQdn9dEefhEeHFCpDXvFf75O/LsyrPc2AIBsX0E/To6ca4iI3sbFhK1z3GfrOS4JV/WEnnSgF0gzz5lQ2VIy5rNjrviCfphIW1Dx7kceNfKpHO8rt00EySglWq7ZgYkiuaVD9VT4VzGH7ABwEbItRDBYkvz7op/RsV+sHkdc8AzyDzUXsAm4CwmhO1MVQ/aSeY0kAxtRseWZNw4u5/q8zTO77+1t/1+3I8GXu91VXbep5UxAGkd7vBCyTlHQjV/ciLYOtb5aGroQJmO6Ty7lT/TO0P2maXSnq1SxdRZZ9KSaHV52KUR/ZNgeYVU3KkRBAo6aNnnbpJKZoSBXWJYPSUuqQLwSJIFJPpxTQ66USW0V89A77X5CWhqZ0goFqzfc5bk8BtBxhhQymqoLNIV2pnatEZYoVQ0M5V7TPHWR53DQWuBBu144s3nyhbvF4m9/uo1mQ4B74Hed48oQd3x+bF8JupjWyt97ZVvnuYcBS4ozSQl42jGs1LH4GQmaqfOst0HgbN3rg+7uco1gznJd87z54oc43ia6BHHMffN2D8/qFNCQt7Xd7ynmuDv5CndKax2g/PvOf3cva39MNMb6DvM6SBHb/r8rsZMuGAU9pHZBDMt73DZl9gG3s4RvFwhtJPvZAGBjY0lGfFncyVYrLFwxEj790Wsc+OCXzhA08TuB6G63Q82cB7n7jOC975gQ9h5Yd3/oQnXHG19zjGFTcPe7/DI9xDqYmwKgTTPe2gE4jwsTlczlPkqVTOVWbKoNoph2B/qtw6BAYydpwZBvaAm34E4SfDea8qrjxAsc/QQGIcG+HiXipZM2ESPztDP9iA+RXB/kSICNn8DOP76eIdSHaSt/yJ9UxHnCcjpYNP3Z3JDBTTJAYHeSNf8Zba/X22HRa2PSlRMFskfZtJ2hDt29ywkWmLWfNWptgWKrB5rb2mgLvyYoi5Sru/B1KdPk6cJM7rMoPrZy82CB0YLlIncC3dJ82BmCRr/xYzV20T29feBiCLmpXF1Bvy6SeGJcrTpYbsgeqev4BWVCF137IRJMibgBsDTrdLEoV6mGQqwXdmrn/PPAFD+AEbFerBuUcT8NnqMCYYOscSBJ75SOZQUgNJLAgUtd5H0TJzz9Fdx1CgDcWb3Nm+PJzV0+c+my3HK69uvw+4jfYeTmBxoHTPuABz9Ydmhpx0SJ5ip51R30UHVS5QXkYjiHc4I6I9oYGXVBWdrwLPA5hFd4JMdEmPZDt1KXTO0zvBiB9NcmdZPwCY91iM6scDFtuQ0uG7bWNNCvkgr5fx0bwldTvD8578uN1Xel5O4tUBhaqNTE/avNKM8+d6QvtRmhgFRbGsiYKX8XLLc1FeR2gwKK9RO1vrqBZVndb6V/ugWtpReYHIulSUGuxI0CQKyZaYlZpotpOgziOvYhlms7OVz82bQj2w4NMI28OZeA7o670Ml3FWbfxO0vdRZqT06A37BGmhY05ffntJnbTKtjaGeZD3x06fP95nxzOhmz5z+gE04aeW3kDfZ0g7dvyK/R7c7IarXzFt4mCgBR02g1K+zXdc/ILN98YoiKlyHG64ObA5GPgcPEzDwmBHbGAjNb2RabqZ4TIdXxpwNcPTHPhwOL70gfc4cJmGLz0kfx9wwXu74jrf4UmhHuyKm11x4AkHboACpoMMtjkZDKp4JQO0wRnOoUDJRpZh5C/3zLOYqsmjbKOlyoZhE/ANdScvMhhM7vkWT95R10OOTKqYKR6sZiPblrfoCgOR6l1bUwu1JrkcpTYFkJEbVL9UzWXXVMfmqV3wB3nr2HQGoTOVZrr1pxKZl3S0q6R2xzQZZ5FldIngwMCYlre5Y9L21JuCmZV8IQMEsy8ZS0xMBw+YZHJSVbcOM/Ff/VrhrMqpg8OBAkvNdiRl0J9gNF7sQzvgvOc//2a1hoxOm/Ol8fb4rWhvgIDR1oCb1zq3aptPSd0kAZQ0/EBBjS4JNNpwxY2+SxqAjTZ8R5ZR7OdGgMi9Y7XeQipiSAlYStRPQC8lhB3096udR0njb6c5+NhbxWwlPWCLUypp2ite8+JBu6K+sn9SLwyz1D0hO0FKamKSoHUL7qWJA4taZu5oy+crfETZBwdTREmfbTHP3N8hMW15nIO8QANIf7ackmFxeQUTzNOFRL1TdLkWZ9Ff0hdr7ecAG980lERa9oK9HM+Rs8X+T5I5fetpAUCn9Div09T114rretrQa6EPajEs8fDywdoHK/S6h4rPFb+Ss27rWqqhmbeISB/tnVqPS0X+qLe91R0sr21eJHpt3+Y1WAMMeqKfWQUiVtDwaBzW8VxBu8apQ7t1j6/9uv/9pfTCevjk1IHe62r/5vX0v6rvpX6c53EFjGeAWEfmPAHCUuXVc/fqo2/ph57eQN9nSBsGfgV/B65wfLArDp+YNnG1iZvdkjGd7lD0uA37cgxHJL0g+dPLYctEgT/L/52SGM+btN2BmwUI3AZwmY7NgKsDu23YD8P7ObC7YWew8ivt/j5gxwe8h9FRy9U/0KGLHL6shCgNziHwVwzWtFCEEyMT6kblLGH9d+S/Ex7SKd9wOFJaCKnOORJE14E0n6GFZRUV0gsygwZA8bbE9DiBVFMBlcMF2SeKcRuwfM59UOoqhg5Z7tkwu9L5oPVX5wGyw+tHpOVlQoE9AlQvwDrY9kGGVcB18y4d1IwZJbiyCVS5QEFP5ByDQCzqioNxaLE2kGZaIyuPUB8Xxp/3y7nsylJFR+8aMzEeTk+dKLucKq0YDtMTHwGMxZzVeu8My8rSnpkfa6vQFrbPW5nTqTLajPQ3CFJJQujER2c2VBI+yx0H1P50P7I108DLkQA+GeqBXkE9VUEF1OsmX+7kDQEeYepF5XWnFyERrFAreq6zfIJcfcxycfR18sycWPulvbkwjflLTpRzjdYbmVViEoj5jj3ZmFHSgdkkawkGtfehz1ITre/wooOOsLerN6vMuKQ62nfZ6Ra00rVLWoWpbCv61oHFXH6ptkpyZMu/pWVQNfA9XuKoPg2gsW4B1zXPStoG42UGqsw2d319d+a+8nDK6+CG793fKuX+Ou/pczLupS7x6206X8j1FVkAtPep6I2z1crtNsR5EdhMGkI1vNuqdkmu9kjQsaF9m1O1mkWYUwV7cejSN5kDXt5r6xl+dv1t9Z7H04E4P73oc1f9zEmx1BqwUxkwLKP0KND7Op6as8eqn9b29Xcj9fuuQORL5Z/m5dV5r0vS1nhcJk55n17+c5c5b+nzpDfQ9xnSZQz86pe/gOucuPqXeJqOq09cPf7efAYQTLLPw9YjNt+mI99DOjXdm7TPCvhRXz+cdMShsI06KPdhOBy4TcfVDNswfJjAPgzbGNgn8OEY2ObERgngThi6+YYrnnC1J5htOPCEaTccfoXT4Yxow3oYO+BHxogSYY0b8LCDoEN9hEuJZmeCldGS6qTkETCqdzqaXYHBGcDdbIfjFiV074quv7QLVOw0ek6M3ABGMMBnMMJS1TQfcAtbHpucrUHppYAgDFOqVy223mJ03WB9H7NSibwfz+fzGJ8OI+sIbc3wWJojKDtEqhXL46eC1Uf7Qac8EXi6hatHzNpM4CdHMmINNzq10MxlNDIBawQzU84vkGq7AmfP9b1ulTswMKp28lj3Lu+plF4uiS17BXKSdFYvej6JrbDTb1h+SwmHlbqneamShZfRYnSK7St2Ja3/2PmQ/Em6V//FkBJMIICWpFSEj1lqfJNKYwBD2TLehXqAAF+FiYiFRfVRdygMRAC+rvha0v/pM1W/gqkbGMPz0mVYQWC4M+IAR8KaNdWdXtJ5Zro6XacffXYezG3Srg4fqp74VrZZecuWxbEuL8c4Anyljiea0tYAacxM6MY14YN7tYePYD1umSd6ZI3+DY9QORm+Boa4NrSir2xXB27pibXVV1KyUhsU3ZrLd34W7bEmXTMp90eaLS8ZcoFn5YlW8rIm56EBigaFcuYe590zmn63dlR2PfsxCqC/Ha7ossKWJ/Qp6HNeGGSu5W91WpcVn7V/AQOsviGfamEcsvUCij3+p7or2z/2NwgVRGtK+6aBN9k6er+AZP8tnpHqp2h1D/0w8pKI49HOwpH0zNgrjVjQAgegcCfiF1RGwvNmMxhP9lOkZqtow2l+uLbqIhifkD7p4W+RHkHc1+T19KkAUGWtYxKfudo+QaPmh6De+fOc3kDfZ0hfDMfv/9sOPE3DEyVqT8eG9zM8an6YHoBwBlw5nOyWya1LhGgAwjbsQNhV3SYlLFtwrUaiZ0ZLDjOq3IGCFQ9lS4twD7eJ/PvBgIsbvhiGD9Pw4WZ4hw1P88DFNzz5jisu+IAv8IQPuNkFh91wtQ+YuOHwWzB9eTzp6g9kQA9IFhLMIok31ZSKAQjmBBDRLibEyZwmeJChnHnYGiL6eeShdcCxo4JQe0opdFD1m8tQD6wbdBjVG8hoVXBmMlnJNBnmFFMo+766va+b7ZFqkZX43Mmj50qwX5uHpOcmKWUDgVDAesg+UmqfW/vcAB4lgwNhc7Qxv+ZAz4f3T3M6uJHqJ+e+5BSSCLKh3r9XGnhdesi4YT3SZFOnYUrQQqZrZSLrXfeXjsbXnVqPQGECVTG6VrkdbnSAUkxNgIONDGpBX0/gkMCWeVOMFm3+ilUsP6DRnlJrNKp7AmTQ7YBncPoWEgIKETESyCfDLJVqG7xcqbodniEjDJIuaI1SZTJBK3/TyFvt1wCfjQFss9MlO5+efP1r+nSgz0v5pq/ZC8Y0nlulFyxI8db4bnhUla2laEbQ8IOeNAEBrHC0YjYqLy9ZRgJRZ+gFjerIXdbyvOUZohw958hwDh1MFoDsXiVjXFbJYQFDtLePUrrO9xPQWT0Xv/OZTtpkw9y8bXKxt+f8hbyaBtGCfg3wGgnEoyslnVZne7/KrfkXpOnPRju6rL+XoX1wvozgKu9Mua/rdr3iqMsS1adzevUy7a3Mumzq/TIDL3pqFaSTJhAALh52Oy1DadW01gGrnLJsli1B3FnzQiNR79SXnPa8sOmnynlsbfk9+CWOTh4er0mdAv3Q0nkTfGp6qU8/xP6+pefSzy3oM7PfD+CPAPjDAH4vgF8B8NsA/nsAf8Hd/7vvqq5324Hf97f/Nt4fO97fdry/DXyYO378tOGrY+DDYfh6Dnx9AE+H4wrgw21SbdMW4uYeMOWA48rYTpiJreLAHo53ADBigkudMphzDIdNwIbDpmHjebO5YwehyxYSv8vYMA7HbjueEOqVwwxPHoyHAzgQKoTTbnDc0p10Mtw8fKOpB1mYQYI8S/qEsitbGQaxGSOZzgGBRR2gcbsdt5Q7bZv4tsWh5JSExUDOk356P+zAtjWGwJEMkIATXGWJObolGDKpiTZgCAKtNNvPk0lgMo/F5VgqFvaVeXlmS8qmg1MME5nFHPMtpQWy0VG7N4apGAJ5swPDDaOV0tVAtwSGte6qRiyMxsin2IcmBdS6yT1ASY9zjhaWqkkFVtZvBXoNdi6MXszzmbFY889lP5f6RcajUA8J/JbyYqWLAZLSqsZmWvPoOSfDMIC33XIQ4pgZPiLGfaJCP9R9+shaFoYMlEUYWAdjw7nTNlXxOwtwx0394N4WAyjwJ++F1r4TKLqUCgX/KrCG7OMk/6/9KampGEIgbly0rrtdk/r3bRme84o5MY0+qhe5rgVaTvZnVHt03jh09bJor1ElP3ZRrHNDB1/IUbO0BUzJ4xwpsZB34xxlOsPq76XMzTud0idpNgBnO2UAub/XcWpOZhbgJ2Cj56oPaG8g39P4ns+CVqekvqanuiQrh+o+9TuGF3e1r3P3TCo6su7ml9MKBh8ByYJV1eBO63FX52lcsvWpG5N0qeSiAbCLgVjL0zzMwowtr49d1VHp5bHwpX+t/exCbO9OHSnV07S3WjoNyRWSmP/x/ndUL86ruI951PdNgN99yd8m6cy7+/E8EN84jx/yD8+w764LcDx2sPa5088zTP25BX0A/hsAvwrg/wfwPwL4LQB/AMAfA/BHzexfcfd/57uo6LLd8Gt/19/Eh+s7vH96h/e3HV9f3+FHl3f4yXXg67njq9uGH18N74+B9274MMLT5k3qaqJ0XK0TIdE6Jg9CB8ZmGKH3WMTSkAqTZk51veA9wguj00bOcHVgHMAY8X3MgTEdZheM6dj8CK+ibth84Go3DDN8sA8YuGJiw+EDY8ihxFEkvXPx7IHIIlyMa/xCmIBOHqToEk4S4v3Ndsg1/rRgXoduwX1gejCpUnwJhvVIxisIXd0+r4TR199bilA1G2Az/FhYqKsVgySF3M7UGfmTnA2qL3GE/MS05Jh5O8TxgFo9OFg6YFKZfK9s/JB1TjmckcdA0PYPI+IuSrqHAWwDmw8M7DC/oQDf1kJEDNz0u4vBLHAnhlMs4a3ZBFoycKv6ZIHZYlk6vCsMUqo+5zV3ZuHOoA+OhbmpIOorzK5PxVg9Yqaw/F51Crj1/Cq1FKtKxU6sW5W/8dIj7HoccuzhqEAI+sWgCxjZBqqNB9KjZ2MK441S8RyIcQgaNDD9gA9JzSdNX3kR01VBvXkZdcD9gA8COEr/YhSdqukcF6lWsYxwUV8jPbxa6pjAaKEfbEu7vJAw1li/nnf5GEtwzl8jpdVjKyiK5at578yU5jl2QZ8zraQl7AMkE9FeKgldhY8oWpSAQZdUSWEV38dCEttsCiFKK5XxJpOXwrenxI2/W/aMNfSwA+ph36UdIBb4a/JiiO3vkqlTtfllsVKzuwdOea9Nj9fCPRjsDl8+xux3qFPqmyug68qaoz1dLSgaU93tUsO20pCOgFSm6RyKeV+ljSPfC40Chl4AKFyXt9qSxuWFjPvpuBpYbMSkxpuXSI5Sf0fmxaWxUUNpIo9K1JVAno2QpoxjMQ9ptLuHi+jLp6+zda61pj3PcM++f3x+17/fEQB0B1p81AKAD9bdN84rpW3jd9dF+ccb+NqevKWfYvp5Bn1/GcCfBvCfuPuTfjSzfwHAfwDg3zKz/9rd//K3rWi/3PCrv+ev4fb0BT68f4evv/4S7z98iZ+8/xI/+vAFfnJ9hx9d3+HH1x0/uQ18fQz8+Dbw/jA8HY7bDAcsB0DbOASDamHbh+nwYcABzM3wjjTGp+MyZHgenj0nwv7NCAbNkFK/EfwTtgmMHdim4TIN+xE699dp2H1iTMOODVcc+EBbsCu9e0ZQ9ivMD0xTTMKZxLWzQGF/6PQQSANvTETLysYhb7VRR1h5SQQABabeMAlXJhkOtxvMN0zcQmrqcnkvNacD7nRVbqKHcWqlKo+t5Cw+35JJEnCLA0qHYRDKcq4ghm5qnaHcXtPOJ6WTnidc3uLXqN0xRUvL+nuwVNPTb0dK0ZpDB4ub/ilYZgMzHdNsmLMkf2YD0wj6rNn7+YauFioQuVn0rSmWVlle6mU5027prG60ge+sYZ65retNU5LfP3IAudeVAstznECeFcRc57+Pf7XvOalAB3zns/PxLXQHC+sBrT1QTdTtt5g0wTaxfbP1wWn7F58rhuISJAShuFlqoQlPTbuKpacLdj1XoR4Uk0wlhqq02jFLlREFJnl904CRGEoyZE4IkHM7ub/68+I4S7JUrHE+gdWNxaP0OgbmbvaWNakyZP8KQE5W7LSmHCgNiCqo05SsIOnByPcMFjRkCa1QEuAorwOTUrdMzYRuT8dru4InpU4a5Rr3RwODMw6TBH1Uda32dHvH+E4DhPxlqOxlOEejjX2o133SJbCPnvjm6XmG3bHuz/vPz6W1rdb+XWnLPWVJ2l5y2rWVDaDl2177aO1NAKZun5XADHE+9xARbiHVT4lbrg8RJF9AkQHUskGqdQbQ054OMJW2f0Bp1JiHyUUL/RDrStSMZxdij4wcuZRR5dh1gXqMTQG90dakL/+eLh6t2vJxtc8HgOq7SPdGdd9vnub30SF2/vyq5J9k//f9pR9CG3466ecW9Ln7H37m9//QzP4phNrnPwPgz3/burYvbvg7/8Bfw/HVjuuP3uH21Zf48JNfxFc/+iV89ZNfxNcfvsT/9/Uv4f/9+gv85HbBj6/v8Atjw1e3kPh9dRi+PgLg3bzLvyzt/w46crghYvLdNsMXI6SB+wB2Aw5jUHdDMnzWmD9dmImp2wzYqcIzzHA1x3YEXdhheCLLv/mGHTuu2PHkA5ttEd6BqmUZ/LnZ64nxqvg77JVu/yCIEAR5osO9kk7ouZld0NGhuFZAqbANwG4YUPy4km4kcWt2Tz0VKZyNLorRiMNlOg/XZDYDZJaTkpFENcFgu0U8MyiW7UQCy8wzPEs8l/fy+VbfdI6FkUcWoOMzzRlND/mQoMy2/H3QUc1YQnLQFlChLjgm3QfoWR1Ut7fRjmLXSo0nj/z4t/fdG6OwsEi+8iNn9ol5ClxdMrv+SMq9sJ5y5yfrt84GLk94qGjCngN7j5L6tZbqWMso5m5pIorJpkqkCaJNYPIG16QY+rfYe5tX27ZtP+jX+phzrX3OfeFFC4opaPQVxA9iQStq0JqKRoglEcGPmhisCBa0kP8gVqyKaFF4IIoFEawpgpCohQeKJgYJxhDyHs/37j137zVHbxZa+7WPPsZce62999nnnHdWv/esPefsY/Tv3nr79faVfcywEQUw+jwR2Ikf4LF/xJ/2i80oY9sAACAASURBVJVwkEQ1b/F5qxJuGIhjWQFOyLVG742ZTA97Durab6dDx+7HT31e7h3+h9l7JunyL0EnwMsp9bG3vuzBkNuE7OUiZneaOE5oSo6zjZ+FhQiww30W3lf5HuFboTC+72NfxbMcdmoucF473dJSXzrkyBqoxZCaBlaHwU5e9AjqmWD7rLazrIc2M9L+rb9z5a7Pnj2/vnvv0sap+913a8q98nyZedYc6zpSloQva4+LrK2tWFtqnOtZLiAql55vNml4eUSXIZP4l/OSBOccAAO85MiU71Wwuc4PwVrS/zzzCoYrT2fbOi7pRJFjc/T8ub63Jin/vlRJ8TV05EeYzjDgvc8/4W7+nNLPFvR9JP2vMND3J75IaRfg8icmLr/6Dpc/+DXmL7/D4x98h8fH93h4+A7vfvULXLcdF/kW33y44nHbLVg7LriKgnGXPqhgqNny2a2bkbMd5khExVSfdqFHT8FVDATuwwDcNgwEWqAED+0g/f5Vh+IKc8RRbWcsDISx55vaf8MlMxvEPdEJdjxh6IYnGbjhg9/wk3EGggH1zwBS7Uw3Yyidgcy7eilP22+p6mlhMaa7ljdppj2jKtjEJHlTb17zzfIwIR7XLF3Lu1oVedNW63rdldLI/sQMuxzLrxJBqpYm2IuDVxBMkaDgmjiBygH7ijzjn5PZI5MXUkEd0V+CQQmGLgEfClCDZp7Z611ABy8IddANG59z8DtcqiAYER8wPfUlw8fa0uOpNu+nje3ztbKeO9L/LLn5c0K9owTPZrMe8Hzi/IRTJGOitdrCpSQAuF/OWbmyFnTCGoado+9Vtp2MK4FchIFQMqqUEs7CSqLtW8beTCmexjum3jzNoZLYfoQqItSD+nu+xyYyLIRohnrgrifIs4sTt9PTAvz834gJGI5l0hK3gf+qKg04+OwM630m77k5Yhkrjaj52r5zHjmG3L89XMQeTmvMTrXMYxVrN7s6K3OCwBBI1cBh0lVl+QaxLLljpyL95yVcAsFcd6mG7jSilek5tBGkiEVKWZDijIUgcYARWWt/xOvr1xycs87I1+sZPpsz3K3Dci5Iv+/P8Uv3KJ9e30uJUQKtSmnuQdGDpAnsc64TKb2rzyvKmpYc72rjqkup9tuI5xDrBajhgqpELlZzW7vd6jXe0zozcjef9SU96DNq9xm0jaXjp1JecShVVUDqJdZ6NtT32LpKSVbQ3W1x8RHVz/X7p6OjZrXwE00/Bpu+n3N6A33n6e/zf//fL1La5QL5O/424Ne/xvU3fg39w/fYvn3C9rBje/eEh9/fsW3AkInrd+8wHIltA/jDpwtwM+P873ZTuRQFngCX7jnMcJAR2vw7ABXoEOwOJnQodBrQuAzAbrtS6kdX0BvgPhQUMvJweCoHtExgTIFMY+8/6G5eIFVc2mcuZATm4GViN6cCuqN55ivJCDWlAwBcDSwZ3bEQXwnVDCULRQKvYuohYnZLovRot7vqmtn3qXunVHEHFdEqZ1BDx70yd8mURF7QcT/UKQ3RwmyotR7i7VM4BXdPe35AUTLSwzvwc6qHviZvBnZnnsThUe2DINNi/NIBDcHfGKAqlq2yAfGQFCqpUEuX9EM3iGzQFiJiC2Bo6qQZIiLCYYByxc1Ve7KdwQIWFdYAhD70re9S5gel7405qqzPed5ZmsiLAauvHMZS3hWkJ8JS5jm8PPstimmf2etDe0NaC0BoIchSqySkgqVUEbW1W0GfuYQh022gQsEg0va7AcgI/YCUAMpwUMj/HGxRTdP+t6c9XwV11BJwQMdyrUxrgwjnwSSMFmSd88h9aWBPhfSSzmUynxjpyLKtv6xPfSqDR1pX1wW/a1wGke09Ah1fBWXhMf5hXjJx/nydKIBQ1ctwEQQCwxntGiJCXeoajlyAuMAx8Lmjqsf1UA9V0keakvRmeJkWi5Ln2IzLIYDmCHXP0N54BTAJ+/gsr48q2JOSl+/J4b0+d/X7a/LqE3XH1xZp/P04GKiAL9tZTyXuqBUsxp7Qop4YeEjK+LEdblPvF8tGZn2ThI1etidodMnKETlmrrZ/VoaANLiGfmjzL1w3Tgsk1xfgoR8S53kTbf0PhauVl3GJz5J02puZfRKcOblpMyPZFl5GGV25RydqOqc8hyR1ZWo4Nfs66dOB6lv6caU30LckEfktAH/Gv/5Xr3jvd+5k/RbGgP7mb0LevQMe/gDj8VeQxw+Q7Q8xrk+4PD5h2xRjTFyuT7j+yuLrbTJxHeoqDpvF3ttNgkc7j5syRp8fs2p2f1MM911gEr5d7T9T9TQLiYtQelc8fEoylZcBewdG1GgLaM9tuIjF3hoq2Ka4gw/xGG8G8i7YcIPZ++0yMMQDurutWaqndJZX4uCgGxYeaUA9SrpKyCA74fZHxoSqTrNDk2lOS1yCpcxTgQVVpiRQoDJByYbVW7x/Lgc3ot2aGmlUA61G7H4zCmfoMjhzMp32ZyQ/Wnpauh4jwcN8zTNp5QJbJg+9EfxibX5I//i5eB6VCdwNSeHMnQVd3/zbBuhwix5KAen1c4RqWXUSw/csRMQNYxSJgoqHIBmmEBbx4ArLVm5fefCPYJ5rV5MhPEsxfnfsAkMLcZQ54vzlbKAP78cPTT351NPzgCL6ow5uCrAneNDlm5RWB1tKlU3ff8kK0vGKe9RssnuTmof31ACOlPZNGLhjq6e/Nd3WVqMVAQa1qoYPezeeK3m1zLD/6XOo7ujJgodvqVkgHEd1aVd+P84CJ74yf5+TkjYcVmK0i7Ag5zbUO0WKDap/16SZJvVN20orK6V70wEzy9p5SSWEFBKXQ0EHSBtJJyAeFsTA4B794fO70wkAbIsPX8hU3OGWSQbt7b1IGHeqgDpdmpKrLqVGCxPuv91T4Ks74Sy/ztAZrPucvJ4qG39nPx9adN7uLuPs7wcQlLqKUyU8LwDrausOVsBlB9icqQa/EJPqZ169mOU5xO+U7lHCF230M4taOmlriMX8wUeqgCBwLbNXoRXi2g1eIdt+tr9jJtblVLqW44nlW+aufTva/53N68dpCs+4GE2qy3/PiXQceM26vlvYj8Om70fQhB8qvYG+kkTkAuA/BfAI4D9X1b/4xQpXANsFuF6hjw+QOTHe/xq6W9ytx/cb5i6A7hgQ3G6COafJpqbbaOkAsOE2XWInBvjIFpG43tTs9p4UuEwDd7ch+DCBqxiYuw4DgJtMbOKyG6mSFdsVQ+CBzxU6gIsKdMCdSJkU0S6cNmcWN0AtjANd06exvmC6ZMtDNoNEug+UpBtpMppCg2taH7HcymAgrPdoQ8Y20LJl4ALIDiiDhA7eaXoJpvoJRTCwZDolmM3KHC6pMCRdv4+EuhiNB0iZ3oCsL43kkbfqhwO/fj/JWyky1VexxwEZxFzLOJIhU28vQWAJSRESQNCmp3xv4E9g4TS2yA8VT0kAbrf3fFZ8zaV6ZwBLCNLeUJw3SNAXN7VCJoGDUBiEJgVcGMEAvGWIl89a5/jkwfvnyXPHJPOO0O9cKn6epKz5ZOAy+ANZbeb0o7wzjRZ6xcGdUI/A5EDhKAlk8Ebk0oY2a845MIm8sxHuwS8sa53hS6DHYOiSalzcGxF/cCt5IyRFAdyocqWj9QGoMpaT/aTcP+zPGUtf9vVnp7M1xe/UY0AwfVzngrpmJNrctSRM3TwpIUBqaFVwz5gkV5z2aaUFIcFD0F1yxwG8FKV837eheiEtj23v/UiglxL7fM4uxsSlVbmGA8kASYtC7TV3Add7rn1C2+7Io8712el0NmuvzXt9+vi10X3YsK5v+015Rp3a+/V3c69kTWGrXswc1nMopY65Z3IeiqRWyUfUnqz/eutC9bO20i8rPFxUgsV8UIMu8qdy/kW7zuhwVe+8n1dHsLd9HdM1SRnDl9AU74V+OepzluqFfG3p2ee39NNJP1nQJyK/DeAffuVr/5qq/k/P5P9HAP40gL8C4N9+TcGq+g+d/S4iv4O5/4P47pe+t1NdcFwF+jAxrjds3zzh+v493t023G4f8M2799jnwJwDHy4Xs+PTDftN8G4bDvYMdEF5ay6YDvymA78JYBfF1IHrsKP+qgKdwL4pLjIc/Ll9ngO/gSTOFzEoNABctnKH58yxiGDsE7JdDMyq4IOzcu+dMXiE4EkEuw7scvMbwh0RLD0YN6AeGPbNPP9NEYzCRs5yaFhbTVLEFlog6+FSBgMq6l47xWWSipvjLXdFLwOqN6hSkkEpxA1xm6gKerrjXMY/Td1iJeDz5DxNNaboiXbS2mx4Pjs9D0ng4yjwblIFjAyeAhLuvlNVM5k8l+KpBW2YMiAM3iwbNtmC+awgkSEiKsAziSShnkkSp1RgiQSOPmaU9cL/VvUfenpDAQWH2/RlDSaAEOctOadn4/kS1u65Z455/IVXDedYtL/HGJnZF0pFj4CiA7+8UAFmCQvhkue4NGBYCCqYJntA6MffNiD2n7pite2niTnsuc33mlVDCZ+aTZsYTbNm+6WL0DbR7QJHUD8HqWwlJUucaxvJkAZSasib55DKKyL0gyoYDgM4Y/yKg5UXMWwc+rN1UIDfgY5UppBplWSRdpRnpNOXYHwV7bncCVtZacWWrrlyT3on0QbaIef1GSFV7kd3HDO5RoGwX14YWYKIzBuJTcIDauYl8+71hFq9r3xBeW6171slUWU825h/OhFuF0vL9wpOn0/nT6xvruqd9e2g7kKgZMCPtre9nflNUM4FzAR8CgRYb3sCTjsIKn2+dcZd6IhLHQVck8ieo6SuzIpwd013VOR9UmrJ2A9jbCfjtJqx1PV2VP0kbck+cP24dLNoUFTVz1xFXe0++yFh+wf0i8fuVaFS+SM9iXXKNsHp1BdEgHnOZaH31tXryv1x2PS95KT+o5p+sqAPwJ8E8Pe/8p1v72WIyJ8H8G8B+BsA/llV/d1Pb9qSbju2v/m3oBsg+w7ZJ/S2Qz+ohbkSYIyJ7TKxPex4eNzx+H7H08MNT7rj/bzhw9xwU8WTKm5KtU7BbZokbocAc4aa54R57tw8b+4TNxVchjl9mQJcRUwVVOHqpHA5i5O6uCGzj8PPP+fxHffw5mwwgB1kCMQ91JERvOEGUcGTM+0TAzueQg3T6lm2IusTMt9dVanfr1UbB2tT2pcYABxyQUoNqO45IHJzKcMNU93mTyamTkzcIOFu3jyQmrt1AXRGC4647IxR6AxZMGhSeTzaVJVyGGS9Fn3G/X9unn+o/OhK6GP8fIzoPZAMHSWE6Q0wpXMWD+qCAHW6OfgfDcwRkLOM6WBwUMIHqoqSLZGQ/tGJReZ1O8eho3ZuOXgzSZnQ9Xb3PmP/3Kn7qXnMPTv41+e0PXA8pDtzWculHCRhoDHVITUsThi0gKMEffD9Ye9OTCTjwO+53qcMbJgO8AQ6KLmjLJAXNTsyhidVQR0kQlyaleqeaRXEPmj5Hf6+6wMIYAgk2ZDIAxx0er/DuRPL7xspx3pdK2cT9TGWQ7OIA/irc5/MJFAZdZ9TBeChDsTHqtL2CIOgCZoykfj65xCddBCUKurVv3ICvjgbQMBZpIviUtTQp5tlDH1tsn5o8yQpULvr9AvKleOtYJiqqOksjPveLgSqJRtrPi0HQI0S9/qU41N/Yd0vY0Xv054VUB5rz7+1fuUZFHldStrfZ/1eV+qF2lnA/QI99G24yQCgcfaltLWc5rHcku70MsXnDW77V0c2qY54+3g5FRc0BQCq18czo4d+qCtRy7PLoDj6TdvWftDWPVDDPgA4XL4cD+jTQ7o9yb0dquxKruzTU5eI5m9v6aeffrKgT1X/sS9Vloj8OVhoht8H8M+p6v/5pcoGAH0veP9/CLbHCYzpNGtgPg3o04b54Qq9bdDp4EV2XC43XLcdj9sT3l0ueH/b8LQBtznwYQhuGzCnhWi4zVTxVJiLEh7BN78BMu+awGUKLmPgYQguavZ+V1fb3ABsQ7EN++y0EEH81QmyGkBUsX+vo7EaxvTPPBSGEoCRFTefmRCAQdyN7aKdTp0cwNRWU9UsSTFvoum8IA+9fsARIBj5nzKNmXRJkh1W06VZGyA3qMNSwBhB6s8nu7MXds9sZ470+QXMnVVQTh9fH6X9KunW3L4nEFnB5kvz4oBgyfFHu50QNA5VqgPZPJj0jrYTBvZGMIf03ifDvAmKx/qbckN4BBV7J+wBYdJAwTAGQU1ySCcvA1uqdiL/JcMS0kEFpDBn4jfKAulqnSFVTHYhDjb+owUOnUhcc1zw5fOwMoU97zQ1xrgXnPDMvlXAxzfSAQd/cSZNEt7JdOYubHcI/tJdPlWrCQ6H6w5ofHdmW3KdsV0WQ5PSh2Q/KW0GA4m7nR7XJaSMVPX0yXeAABvJdCWDS4CabSEQNWZttRvKMTuq32Z5n8IolXeaK96ss/ahg8Ei/ZOaC2e0XdE9dOnEvYSSPu8mzXCJLeJzgrWo1cETtSt42cPKJWhDidPmI3d4r61FPjfKeHe7PgmtiSrRYzkzhj4vhcreCXvgGReTMaPxnv9euHz1d7Kdz+/HvEZJqVGhPmVmXrNSuA+/pLzkHj2RkzyOVV6kcMDOIOLx2wLwDi05G4lST+SxfimqnOv5f9aA+vyZt01dXqlzf1+CulYmJe98JOoTZ6XcG4PzldL5nc8DfN93mj8Gm76fcfrJgr4vlUTkX4Wpdf4KwL+gqv/Ll65jf9rwB//3347rN0/YLu+BAYzNyd5NMG8b9g8P2J82zKfND88JwQ1Dru7Q5YaHMXDdJq5zYNsFl6HYVLCJSfXEVaHoKy/iV4m7QlHBpoKrKm5z4CqCTRTXTfDgEsPLFFw2U/Ixez4AEA+eap/Jbwxx8Gc/QwdMcgYFxhYoVD2GW9zq1cOathtOfClV0LDN8bJdxZMHcnUwAf9eD+/K9BuTmYeuwFRFTbVMXLXTgreLGMOQ5Q8oHbzIhMwchwnJg0OToY3/XnSSOwFM39g4EG85OzbuMRovySsHm0tn77eLby1jzUlfmS7dfM6NYZJpYxhqoA4MDYDRRlMSzDEuYAGGLXxEOI7ZgomkNNFmdkRZsQJc1dRaOcJrarBt1TsbGVddGQpnNqu653Fwz1PDii98L7ZuLPjCxOb04E5z7hWaj54xL90+JYvvILR6uRPfFykh7ExxlytqPDPjO9WvCcr8CkUnGLAd4VhGzImVv8PWRclUU4MHe9YZY0ZPgC0MhCLmnSqnUjyXUt3QgI+690+XBJK2ato2pVv7lT2soJKAjWUAL5/AwoS3d+sjtSwpbyl7VLJYls9dobfrAqNnYBvProo2XaXT3it2e4U2cHWkBLC8B3uPAMnmJ9/L+XE1ctQ8xDq0teR5xSYQQUPYtBn1IWqgzWQOr7hUGeW5OMcKgK0vdupNqEAPp+fXA/n0c8TgZZDwrNQs407y8YnQKDUr5u2gSBy9q+UYDaVMvwK7ha7E1LnquF+srmNXj75q1x7rItpAdcmUDtb9WPmP7EuCyDQvkXZ/lBdzefnULwmRNAZJF+2SEKGCfPpe659fDGhtS5+J/vn5+YwVU/pwR6nlfjExxp1neEs/7fSzBn0i8s/DHLc8AfiXVPV/+D7q2W9X/O5f/zvx+O49LtcnXC43bJdZbqIHdB+4fbjg6emK2+2CfTdPiYC4+qdZoF0HcB2KhzHxNAcuksHWTaIGv5AOhSjodM+bMFCmVOsUcbu/gTkMAE4xhn3C8sbw+27XrSHPK/6ZoE/FpInXocAErhDQnkSiTXzXmPyhgt0UP+2scJWuKWZB2G4zFeE1jkS5h1jIZL+k84pgCPwdOhUx+6DhLAht+nb/fIOKySemDNDjqI5h/8LUVo35LJ4EaaMInxACpGZjdZY4sJWxs5+7E8kOxj6CNXo6BZTlc2+JP0Ymfsv3lAdlZy6bU4Ci9inQYqORgJGB3VUBGRsI4KqDGAsL4U5edCBiAMo0j6KeRzvBEWtO3IKMwI3lJhAIFqN8z1hmCMaR9oKzMAPiRiZnISLykK2HPNfgERStACmAXlE9Y6PCDqba34i+rMz2y/3UIUpeo6xlB0B09WNtgIPhG0iLSJHI2icjYXf2zlyLSQzFQVvaGtneHUHVTJXdlpwGcNSh5JwwPdQDL2/GQFwowVU3U1KvweAb5g/qae+B3j+dqSQ4FNjqi/VdGcXsPRkozkHjwg77+1W7ur8bjLEgLPkk2WO0f8uaqC4LVQHZytPl2Ymkv6Gennlt/8eljIS2QLZEUNXvh3It2P7kOjd45oCMF1QusaxQTKfAJL+8OMz9hylxCQWIhSIKVTgFbdh9JEDPxTxBcy9Zq60ps1wecez6nqvjOyUBB2q72159jjbcu0z5WNLlsyy5ikNzT9LZKZvnRII7AQJ05B9pb5ASxLWcGA/k3uGWVla1T87ZkeYiSi50WxDrLp1E5RhWCSFtvyX2ioY6cT7n60S1OHlLOhiWjSeOccKsoOXlOERZS+gH25sJaO9PUqXYZZ0c+uD9S685H00V4Nc1+anp5Wv3LX0f6WcL+kTknwTw2/71X1bV//b7quvDbcNf+Rt/F769PuHx8oSH6wc8XHdcxo5t253QAHMfprK5X/D+wxVP+9VAGoxajaHY1AyZtyF4GIIPamDtIoLdXRyTMd2xY4cWImRBk28q2DBwUQuQfdOJJxVcRXATwU0Rzl02dVAJZNlIHOPnHsYAtmlA8jLsYDWAJAEAzNj4ipvs6ZXR47TBQd1ksHRxSz/e2h0YKmNqqOIpwTgCeciw33lD3A8eZ+bdONzA3eZ2fMagT5cSid4QMcrkhqnT1C5VMd3jpzHrWzKVzoQp1AFgQb6nSe58TQYZ9afXXt0BfrC+6MGo0/7upVmlgAL8Mog0mSs488SRpwqZHXQTtjYEAzJ3QArggyDDQez5Wzia2ByM3UBAJWCICP8uWVe+D1C6OKIteaByWFOKCGeaS5/9ewvQW4cEyYxkUGQetM8z9VL+arQo0x7zsAKJfpiuB+vrD9p6uD9/zIvb8tDrI9teAUYqh1YpgEY9CQj5P5P0TQ/1YMWkUyY6dLFBcmWzCroD8A3fj6V8kXJhofE8Hcgk8BOT/HvdoXpNtdbi3KTSWLcs9bReTFVPh/FCHfbPSGcFrUz96oCqrl/SWgCuTmnDRsLPCzefRaFEzgsoTL60vFHsrpxeaw29kJ8ZWzSDgQzMMmZ5BaHRtdgzyj082jhK0BlnsLVm268RaqJqbJDZLiqrWtrSxgJLfTVFfVLKrB5D7+/Vz9/HvWWHpPOjJd4HmlX6OZccxLh1F/0LKIn1AhBo10vOSi0DLgeQYfkIkN8vN2izqUutvTdrPNeUMvM9LZ3yfqnG+aHRyizdHNiUeS9V9PWx7tn8ftbPZTMv75W2lqfWs6v24aXpcNH3ln6y6WcL+gD81wC+AfB/AfizIvJnT57571X1P/7cit7Pgf/9d38Tf+yy45vLE95tN3xz3fF4+YDr2LFtim3MUDiZuuG2C277hqd9WMgGeHw+GNtrUjjFNg2UCZJRze1vMY6mM/oKxRPE45058JsDN9mwTcFFBq5DcNWBywQ2EVyHhBonJYp+/gPIc97qt/8GzDHMPg00qgxcVKHBsDurpRbYW3HBBnXpGsBg0E0y0uyp1MFLt/Grbsjz7hbIgAx5eNt/BsyGMxYjpFmbxe6jpE8nBi4GMWXahbOYvYu18wKzpOThR/uXadIDSrhixI7E+eWpHAyv0o3X9UwpOWs5x4Oj/tZyywnNw9L+kgHT8lKCPkoBLaVqZ6iCEqhrCQkhmzOLYoAw1D2ToYz34jOi7DSgH+H8KFnBqu5V10o9NPPo6/2suQl3CAzFHU6k2pCi3HT4BQPVDoFwXFI+pxv75FjzIgStzTnNCRsrxJGTth/Tmne+1gRmI0tmQBQu1bCxruEjVglG+uG1b1VJlPZ01QmI1TfK+DljNSeGcDcvjBqoyjeRTkdsPibdu8Nv0/15VYDhHRSVaXUVvah/FBUyUjU6K5neTn7OMiN2WBvjlb19bm4+MTV6UejQcnmUK4ZAunLhhblV5DwA0PIZ4eTL6CxpQ1FsQ9pPjvyscDV+1mk0vYE7L4dmAkHdA8xnXrQrmO3R8tiW2BPNxtMAZDodWZhfTYY81wCObZWyM/0clrA/W9vy3Dpgm1xzoADHeykum07Lf/kplK09Ar9zz7LMyWvW81LX9whwumomT4x+XdsBXy+T8rrkV7jfz/tXVD+FKqIJtoSqStLbQlrUFX27SuRxd6mD/7UVwRkV2pBrsbXl8B5wbx6OSaCFLsdFxEdTn+tPlfr9GLx3/pzTzxn0/XH/9+/1/+6lzwZ9tznw//zyEX/sAfhm3PBu2/GL645vtxuuY8f1suNhM++RZN5UBU9TsM+Bp2kgZCowZ/EQpaa2uQ3BmOZ2ePi+bDfnYuol/N9wcLh78OwdiisGdlWTNqpiF1MdnepB2iEWzN3VPVEwWJI3i6ylMPvAqxiPYGpYqer55AcmpJxHYnVAb0GlqX45QZus7INV7P+6eoiRIrqE6TCPKdnMylCmzZ/d0NkNfziSEFPtHB7Wgf+abdGOqTsgm/2muzN3ZOzsu0k8Fc0tvJZ+vJh2rkR9ZRKwfC+fTwh7Hsbz5L17h8dLDhUyUQlMOH8gkAubnh12lWEMuigZGs4fJX97SIcDHEpK8ex/dEHE+a/51RlFqocZsCLg56Gda6d7ZavtYtuSLWkMCds0Othpc10YhuRFj8x4gDpF5pVpsj3H/qF4Oqzjz18SXL102R1LyUTATCnOKEz7CMae4R9yDzMkhMQTDOtQV0vZnQzVIARi5mFXhpW6eTD3DAw/QvUTqiUkhEn/ZBCMKGQQ+KV9oUkvTWWUalHK+tTphVD91N4ffsmjrhZBwI5YF1a/SJ2HZI0riLLH7zPsXyzRPpGpVXGc89So8McrEFxCRBypcKp0kv0Lb8DxBuk4pZbbWgAAIABJREFUwVquvrz8G2U/5F5jHVn3iP7ZUG5Zi+ZOtmKtDdxilX2PgYmzqQ6UH3RxEkrby6Qnx7SW03/V5XPNm0iV2I+lav2+lnl/Neny6ex8YBpImKNYZ5sq8xlGJseNFFPrDLqKo823rw+qjKIGoLHzdBSJIvcWa+FcK2xpVooaWkSL6ieBH/N4mRDqopJhJ/JSjlJKDY2DetkVvYz3UuId0k3hxUKnp3HRIFXNk4C32v/VfbnyBewdez9O+iDRh/taRKOPYczEy9biW/rh088W9Gnq93zv6aaKv/ZrwbdPwDfbA35xUfziaeKbi+KbseNx2/G4KS4ysY2JTQCoHVITAzcdeJoDT2o+zHalN0MHMGJSueG2L0PEGC8CK9gN9I4JHdPV6ozwbDKizIsO7LK5kxf37KmCXQXbsFu7bbr9II4HRlX3pBGz2fzx1s2ZbTWGCnrxczQP78rMKnZM7BjYnOED6iVXlwKusoQKgJKxTDBTmYR6i8gbsAmGkxDdMOUG1R0Ws8tigtlvw35T9y5XwJ+Q+fMQEXD38YzTE0S+uBJ/GQCUF3z+WF5NFeQtTOcriHm+RdaCgA4w9bi9HRgxH2rOcgjHIcPGNdj/qt45oFTd1OGHsefJgNArq9c5QmqYjODAwB5OgQQyaZuJ0ob8rChltusEAWjrVcZNYxxR3jtP9GpZxy1HqDDBvo+Ybf0t3A2K6qd/b+EplhTMTNsFnU0oRdU3T39d2ePKYPRc7se8KSZAq0+ShZT4PKH09giAKp2jSD+VgeQJ3JwumJ0YAYazX8O1BIp6W0gDGT7CL6vE7QqtmZRA+m8wO9FwPCWkIQCUlA9maxhrp7D6IQ2s41sBWFKuvhU/FwA+824Ufbb3S3uCbDs91dzvAkq4HOpHdbvTglp+oRzNTpgXMndCS7QuDGQlVSp3pKfVvjA2V8nL4uvedADSzg04/V9XflUvdbBJLRzpo5rtHHVk2+gcv7NnL5OZkCr1PXl/BSR8W0DSM2/mfj2vv3rh7QV3KVkDOQBSHd7eC4AXM1Ft/pIkpnSeZaX2QT7f+yQ+V/XnlOSSXgEEueyRrXW21wCutFKzFTxRIo+22bFU65MrRe6jW8M/HFU/n+MFtDyV9dU+oJV3lpLXQuvV84mU/IdOP3wLfrj0swV9XzM96Y6/+vT/4dvbI77Fhm/Ghm+vG34xgG+3DY+XiV9sioex47IBDzIDwPHm9zaB2xTclCBNQIfoKIRKyjaG346pMz47bq5E5QyKGgO84YYnDGyyYcOGB1zwYQ5cZcN1DFx3MfXPYf8NuIRRktUVr3LdTCLiSp2mnrqJHewWCw+AbtFiSCF2akHlO+mq5ILshh8iVOOSVBxUqllhuUksjHgnXezJDsHmilq0VxJM2YrUcU9GU3dMbBB5gsF04R22M54Cer8r7AJ4+5edT/bzh0mfw0SuiX3j3LoHVB6UWgGRzZH9HdA5A5BwRcfsRfB3MlH+2dcz429RWmigMEM2WD0OABWhMlpvV8WwnL2nPPh9cQfzVtvGQ7TaDbK+Hm4jj3KuuyPjJqXf53ksqf/e2yLY6WkS2b+zskbJO668qlIl563yS5xWfoxVfq315to/UAwk8Jnl+fq7jSBZL974h/oAd6DYLhua+zHnzVoQu9Xb21orCjqXMG4wVaJ4rWF951oj4xsLCHT6Ysn1IKT3+8iOLYPLvkuunu+dRGiOc2M4FzBY2POjunFIAPciPRD0EBFwSR8lexLvN2qpAlr6BeQpDi5EeYFGBtT3Muc29uw82BfSdjhCS4DPz8KIC+o9MS9dhO2gJAiIOuO94OnFNR9GtJFHBFWAuw0hoVSuWK7vVaJWx2WFB5k3n8k7vvey00CDhh1hyVJW7Idjbu7Ikzw/P6ta40qFjq1ni1oL0OlLB3+pOnlsRZzSkSUFWIZeS2nLWvO9vMoRHNssh7zavrVP6/tYnruX/0w7P+rwpb71ln4K6Q30fYW0Y+Jv6e/hl/MR3+AbvJsbfrE/4tux4dtt4N028Bub4HEbeNgUDwMu9TPX4+IH4Q2CfQpuav/tWnkVdVu9JOM8VilZmzLdxm8HRXEG+wSCDZsOXOSCXXdc5IKb7rjNDTeYRPCigosOXOA2fo7bzPtZIT1BV/KeS7ydQ4FNqB6V3j93DFzg7v5BlawLRPYwsrcD9BYHakgK4jBIT2sTs5CjdLud7crofkBVUZNgwze41074jb8zL1T/SC+fxiCIqquEMqD1dAml2/sFAZ15iKlL/1BBPhlYT8F44nuhrp9c7F31olpieUYQ68Fycl5FxS91Z/GM5oxZ8QQorppJZkA0Z1AA/y7ozlvcKUU8J3FDyniN9cZTdPit/g4GgfeV7vlZXzLDtnLqszkOHSrlEX2EUGQOUfKr3OIM9AVDeWAg8vlqQWcTkaVG3KTQ98mmB+BzzjUYnTK97fZeAR1HW491NdQxWJ9huwn00g9v7pWDRABG3wBNWy+XvjHsBz2Bwr0mCwPEswTXFgjHL6HaRaBGG76qGeCMYnjtte/qXj5TCkTpnwN9Mr8BVosEWXUBUCfsOAl7S1+aQBzX2qHOyMq6c3dLPhDeZgV2YbMnMym9rm4f5+8IUsUOpN7Sn6vlSJmfQF0j6rPLgt3pRT0JeIZJK8v+TfVp+CVTHnWLCme0M+vNc6PAG+EeVX+HdZe+KAE1VQe5/mpJqWDJ8biXt56Dx524pnrN0QFOpe/PrTzr133AwferTk7L4/gqcAxpUGErny91ay8zs0YbFzofSm+ZR4B2ANsKpLdNP9MXaSRpZFWbXPWSBATDcvIeYt3rnbasKp421GeS4HWW7swJ2xnb9yWqny9Lb3H6ftj0Bvq+QprY8Uv8Ht7LA77Dt3jEI36tN3y3v8Ov5oZv9w3vLxve7QMPm+DdprjKSA+azjhMZ373Cew7cFOPW1UwwigALJnKStSdOQqmYneWd3fvlancMV1GNwFsqpjOUE8AFzHrGwsV4YEQ4ozqhwnpzAXAzQ9MY67Iyhngu6lZVqXU4BalmIdMd8kdOuid0AOKiOckNvK87/VcpJwnW1gBJJA2XKaYRLZzen+voIqmQN2eyIC0YLjKp0KxQd0WcLpkUISj6yphcPAN3gArGCuJqlGh/tXo5JclmnWNnOWe5j1LuM8OBS3FFOYjmKP8LBMB8ox/52FPiZ8mE+jgjo44kiF3Oa0IMAfgjL/ZavLWH2gxBH0saE9oOpV7hoGI9Qpj5IJhAzCzTFnyNMrtYKxf0VR5YTov6YwB+7syDRIl1mfpoAhAezaZtpSOiEvJ+ewhDIRLZwzaFrVqIC9dCp+83mjnA30E6g6sbyVLaX5es7RRWk62R2Ovsj0Kt3FUSiIkbP+ynumePIcBVbVSdPASRgOAGbCdzr+bV1ADhTPWLaRKL7lOHTxiID3nStJflyA2JlqcHihC9Tt7m2OGA2Mq6BK67zsp0patADFB+S1paX2Pjl0AOCOZISJa66fRPwFcW8LLpLptqHITlLjNns4sU3Mf8dFg1N3zMu3jcoxHtDH2nN5Sksglz+9l/9d4svbQLXavutlGly5tZcy4M8qZxLxCP3sfjrsmz7do6JL32vVhMyPt+8ffqO0+pwk15RXXeR7Ayxee9Unvj1A06S73mtOKMnYH6CruF8Gfp/RvvcTSeJbzqFGmHxAYrJdT6KqfCnfmLUfVz6RjR9VPgDbDrKRxWa2NEuPEvqCMWe35mjjPy5lS+oAAo58PAN/S109voO8rJMXEL+fvYWDDRR5xlXf4Tr7FN/oLvNN3+GZ/xC/mA74ZF7wbA49D8G4TXDfBVTS8ZgK28W5qAHBXmNqn2jZVdQ94ArPp8zQwzJ5PETfdE7fC+sAPKVP13PGEC67YZMNNL7jqBRfdsMuGXacBNAguc1rEO2/fHqQimRiNP358DjH1PYhJ/AC3XVRQspcnqjGWRvwuiHAOoLOWzpjGeCvVsOgwgbZkVKvhzW4yJl0SU8sjk2lAbYYa6cSUGfZhxijbd5UZjl6mmk3QBL32ub2Rqx7SrihUwHiT60wfbc0qU3B+Kn4aEKzA5KheU78t5afxBF7GZJ7lO2OLPDySyeHNbj1wxQ9Kt9dSASTlQHZza6q5UZYDw3S4wt8E9KwYHvv8QOteQLmumSfOhM4SuA9Il/BWTkg16jiTQa72hHFBkc/tyw1tsjOVJdKlDjn83QvgS6ao2l5UuJmHfR3xPusaDpmsy5+25nrqO69K6zPlXk25J1cspX6Iv+yJQn19bCEpsf9PpCSNHoAd3Ele9SgI0twuMCQ7GyJkRDyb5RhQBNK+z2etePK0NIvkSpPuwfd97HmqQycw8afOhtP+fJXb9DP6UMCJAKmiy2d4kAUn6xc8vEhA5TD9OdP10FCz1dz/EcJkuTjQAV4aHvZOk/wYKJiHvArO8qSpZaX6qkt1UehI1DBc01eTnlWpIOfY6Qc1lKkZEp6MSe7yMO3j2eZg+VxeSR5dcbp+vmRSzTF/cTqnPDXfJOlo4CVoL3iOSXvH3vNvBagRAPLNSkcgFQD21tUVZGX2z3mpsUgGA8h5u9s0dZpeL2NV6tkYzWttQj69/IrSdyySz7Nz+VhiPVfWPqAyeR9Nn7Imvo/0Y2jDD5PeQN9XSIqJD/sfQgB8wAXbuOK9vMN38ht4lG/xiG/wq/kLfKvv8Lhv+EYueDc2PA4LmbAN4Cqm6jmoggBgV/9vArfp7IUTMjrQC8JA9SxoqDlV4EcXxbs8OfS7YtMNF1zxhAsucsUVFzzphiumqXnKwAaz7dtkRDiHIRFqGRVKqNcjvMmGAVJzzcFb+GESNUxseoGKYtMNu5B0zwb2zghIMqPuNEDyhn94ran6UO0/8marfk6lveFvzvysE0M3TB5Ak6DAAY0zJh66sBxMdhNN1d20WTCJQNoXDCiq2uDSX55+zc05khC/Qi00b5fPc0/rflHhz5N5aUzqchhJzho5nwoCax4lfxrqnIJQwwxbQD59Ygvo/1JF1BgFCYlWAEhXM2ttiblNr4L9Nj/ZEjIrIfXVYqMTISpyr7C9q1vtyiBUhqGu3XxSYh4KPD2Uc/w1uYyqelWZgL4G1rpfmoy57uusgrysue8HvkeZIOeeYAxAaznAUDCkUiEpDmdR4iraDPVgUkNaB09K7gCXzBNwuGoo63MHTlq+IxwvUDIwwfiD4n3RcO5y4jExuF0j8gQCCYTJsArSO+46R69Jz+1drqY75TbgubStJc4FwEudWH3FOYspRRRbQNJcftFkRKt0L2MGlme5dkQOlzd1nFrQetzL4+iPXD8FMNIBTPYPARhN6yDPs6zHwK0iL7nE59vq1kZTNIDLCRRcVGt/3AzvlwCjH+8jtaOOoQqSV6nKlGfl2VUFL5jtmZhByZAwlLJ1tWW+V2t9Ls/bDT2tr9PP5/pfz6SzZ2o5ORKnZTRNlJclxZsjlx86vYG+r5FUMeeTb5IPuM0Nc/uAXW54kl/jafwGdEzsc+IDrnjSR9wUeD8Fj0PwMAY+CMFVHniqBiR2mNUYbfwm0kKE6gD1dtj+Z1IrBiSu0rHp/7uNDVMnLmKu0Y0BukAxseuGHZuHevBwDq5aOkRCtaGSjsq8EbzacT+aQ/fN1UoVN2xqnjtH2NVs0X6qPXZnGB08TExTpfDGUObGe1l+IgSticwzXcsDtP4gA+2e28Q8jE69uXfU6QfCDhFK/AhITDJlngF3L21gikkxzZugYAzeWM9wga9eK6TA6Kq2E/0k0zAKKNQj7V762tWEtOWekkkhI/E8+PsYgV3ZSumZSPW3ysL7ManZZq0HlgKmBsb4bLszlhnag975kimjA5g8PM2eooBAlj878MsjWIs/nsKUeZv4dFXVYwBwtr+DWs/RDTkuZGarN8POnBb2o6zvDs7WZ7tEkE+vniXZo3VN8PPz3kqfT9xXbFVvG+vZsMbgzB25lXU8Y46TkWTYB2pChD3t4PsM2WDqrqoT8JANmyhUd99WCrjnRlBtW13dW/mZnn41AaAo6ILLcAip0eZrdVj4CKhdBjAAPFVMHeRxz6UzEu7vQv9ky88165m9uqbn927O11nO3To05yMfWwF/roJebvX+yXf7eu/1rmVIfyZUxjNPWT0EGSqg0InIyx1hdKDSp+x/W8MEn1Lr836H3WzZu8X2dum0z3ueYNGWaFedZwLIoxT/jL0/zyv1Lt9fkneedPmm8e/99ySOtB7PL9ush57UXDu6jmVwnpL2cP/2AOlesjJcRN0H2e8x0kttxI+E9vekjLUiaVOTFuf5HEqpkvVxHUiEq1jySs+s73lhkH3S8l+l4QzClc/kbvGLr5eRkrf0I0lvoO8rJcUO1SdXvxx42m+YY8cuH0ziNm74MN7jEd/ig+646SMeccGHfcN1Ag+DoC/j0jA6zm2abGOq3UJT3zqZBCk3WkZQFEa0pkNEbfZmN2Of1IKOT9mxyQVTd+y44oILLnKx+rBhgzmD2DBCMW7T1HeP8zXsJo6sqsCBoFvwbDpclay4aQeh1gW08TMqNwK8njEhGdphgCpXSZzpyGZtVT94KqGrqmXGWG4GJsUAsalzTsgwe6GpuzN8e4nvN+NQgQxsSvur3W/gzNmDCEG7fQ99/3UkxQ4C9jicDnS9jpOFmWCwSogSxlX2YaXupW5df//0kyBZJzJDpcxgbDOcQ3OhHaphLvGrt/oK0KavwhoNMKZu41XAjghqHLEGhHhbLyiqXg7aCicymrQgAYsCLuXLZ1sfqic5QX9Oq7oap2AgArsj52stvzKJCeD6e6yZUvA+P0WVbUlVtXtNL10Vsvw9ShvRelQ/afm32kZq+ZXzHGEg6NgFE6ob6MTB9oBL2v0ZDI5dege10cjYXan6ybEknSr38+HBM4O5K7aoJzxVDrYbEAJARVH/tDGPvQKETZmlcvsfv3HdHCnlOkMpIb43ey+d62dmPh7WZ59MyZ7m9mArF8/HWphxTJeCRR2UsHnfNDKDFoAXeoVZn0Eqmcf6fU1VsBatZLNGNrjYJmd9lX7HQkK1iUwVw6ISHkx+nlPNRJTvOU1cB1fvfO7f+15f9/1L886Slr/1149rC/gI33ksZ+1eHd66u9IuBKUkbVTgjmTQAPsaToJ9gWQM1ZQuessKn9Ts5vzVhI2dLtoqKPS6qHXlmsqVyDLOdnHvEjURgByz+kD9nPtVkG7MPpZ+DJK+n3N6A31fISlgHjPVgIqqYJcb5v6EXT5g1/fY9QM+jO/wXn6JD/IbeK+/wKM+4gEPeKdXPOiGiwxcIS5Jc1Isw4K2O+C7qRLGAXBPSQKELQTieANlgibF252smQXTrjcMecKUC27zCZtccJMrLnjARS/YcMUNV1yw4aKb/YsNw4nfRQaG36ANP2BN9ZQcaiUY9iklcHaIDt2coZ4YsrmaVfrWZMgKeiYkgEnSo4XcOTGeRS1GyG7BawVSnZKKp/0AqoeAsYQrODSpHWEIP0+dQdCnAxXapEF3QAaG7j5vPMQps+XonEk0V4L8DEG9a3R9fEdKj85VPpd3mo3fy4j/x1KVTgfsDAbNLUgln+TasevbVBGDJJM1XfeZaqAGsgjodmTcv3Tjb6p9rjbojF1dQ1QtawdtcRazF9DX87S/pzA1rdX9f3NAEwOex7844INiTu4BvlcZDWlMC8cnGQNC32Ra7TCvdlkpOUzAiEOZGa55ndN0rPTalACk/sYdWNs/kbAV6Pa7HNf8a8wjmWMFL5oERjONfJbPUVaqdjWFLK4JAi7JG/70FFlYMIFLox1COtiQJuHmPT+ZuyrlJaCwya6MrK511dGr9ODZfRtXIvcn5ySdP5/z1H9e2+j5pS/J9Lp0M3hjdbtcz6fqo2QZpPG1JNPMlabCmUPil0O+P2eo1foKKHQE2Hv4iLg4qvXN3IenZQrohCwua5RSYYklFZcIxXEMh49SycPYCv/socpacbYGLXJSxhmShBw1wHudxbobXpuXv60g7+P0IWLdfiSd0Yz1iWzZWR7zSVNKblPf7xA52rmWWC7f1z5I+bu+/VzeWucxP9/uvV2f6ev1mO7X/5Z+OukN9H2lJKCr8RkHrAGtG3Q327pdn3CT95jbjpvc8AHf4BHvsOsjPugVV91wxYaL2GGzSTIalF8p1EGcAT8tagBxoIZ0J/XNlbYk3koyMkNvMDu7C6beMOWGHQ+44IYdu0n9cHHQdzE7Px2utkkXGiPaWYkOZXMQA4ah7KgS3huH/w/Kvpi6QeZSszztHdZxR2EBTaXSGIfMzSdrxDIyClWysQJAsoGUR/p9PVSmAWcg+jJVMMSAhurEFIHq7qq6vLXUwmBSxUSdkSHz6T1SgO6rC6xdjpznDrUlqwK3KhkMpiHhaD/MyyEe7+UT/c21Xa9L9bCS+EjGaGUmksECUJyQODDQuiqrbaCrffrAzpLHweaK4PtmF4ZshxKQZH6MwSFPsnidvVyBgwaOYr5FyYJNj78nhfmVyqaQQclQE8lEljJTgSja1meySgE5hyuMq7e+dTVqq+NT0jlrdqwDIITqLCj7kxJMrue0zaMnWJCWiphKFDTU4CHuOVlMnXfzeJ1mMqXO+Jt6Mfyyi+rAGTJCex4peFE3M0/A1hsD/rn/VdWxXuo4sMy8ABPXgoB/T4czOW51v5/RjM5y1h32+n2c1CDTPaZfS2UJkI8MKWl8BcXTNDsUMa8EWHGpEUs0GV5KSRP4SIyd7bdRXqlAuIKLvvdiPSp3kJ8b0c0RJDfmgnWyMTFuEvXTHEJIJ8pIUQU2gEnQ56WsJKLRHtqb0pN0LbeeMH0GM6+fkT0d3+z795gUujz/3FF2np6Hfnns9fNjLaGqe7bTz0H+a0I9RI5fhqfUuUgvpdSkPr7xQ29F5fLq+gXfXdRgK/0+O9NT/XOV+tUSal9fPimvvTx6S182vYG+r5T6Mp/xq9m1fQCmAQWV3TatTEzcMMcNih0PeIebXnCDedPcoC5V6y7cd1XsSh+R6gQgQUQCldoWdebCpX3e2KnGKA9sZi8oSYLpAU/VQkAoLvarS/0IfsYcENmxhUqcBgTUKLOOkriap9+eex95zw21sdlDpck9MIq4qlzenuVBRLapz4GqSx3CC98MAEnQ2l3EkyE+uakGwMh+JGpU9wzV0+GqndjNcYNOTBkOMtzWKFQ/dz/wPbyDKFSH2foFOJ8Yw5U8tKg8SWVsP5Kceem/kQFEARxaDie+mKPcfjtyh0hg8KJW3WloTwfGUXuuMV90xlFmTHlJ4CtDC5ChYwVn8sKRRHCJ3gu36UuAQTU9Dl3COoMXvib9wmeUMQsmNN6rrthdahZ8ma3JOOR9r2Dm3FAimNIZgbgr+3BRD9qeWRlp+zazzKiPbLm0MrOdN/ASJpmP/J6QIS+U6vxlmR9jAO+n4+16Z0BJB3I8MtA3AWDkF1XBYpWTzLDTmNH6pMAwT72ki2NYWBvu3yhRJ4bbEE6dGKPnift1r2FbGENwCEJjYnCd+h4cCsBVQJV2gdE3dkRB1e8cJw7isnHP9lP8rTT1U8BfTbmmjgwz/3re2iaR0p6qtu/f5fhel4epS7p4PpWwEGoy7sYA+7pKfMw8iX1HKWC/REvbejqcyjwfy2ijZFYJO2EgwedupkR3hgZAzl84ASt73MpR3+++7pf3jGb6SVjV0hOVIu1MM084D75Wz1RJPykRcHSEU8p+fu29DGBYP7vK7vGZru7ZeQvGA4XPL6V/Kz2rey6cdBWJYbbH9v0gwDt0UVvYB77FT+4X3d/VPv+2EOOSoV78Hc5yH5daemhs4YwfeEs/9vQG+r5CMjJRbHeCw3MwINPVsqYBg10xxw37eMKuH3CTD3jEEy7ygAd9wBVXXLFhm5tL00bQPoUR3d3B2CRgEBKpgSHDHV3bzk8Q4RuawEmp1DBhjuRvJvHDjikXTLlhkx0bLph6jaDuu1DVc2DDhk1TosYIdQBCQjVVgwUjIB46LO6f0GIi7XM2vfjBtLt7js3hGhmRJGFVLlHZTHPaAQPZbh9F42qDqzzk08snCWSfWznkEzoyThrDO5i0j7Y/Gyw48DTPn4yRqKlmWN3Cm+MX3tAr6DXQaqbnT43DQVQPLT0/AI+MVi7aUkJhHHJcUcYzGeVg0sKG5WzEvvx9X4eTZPTsttqablLesA0qUq9oDwGP8veRZeko/RVfN7631SQxaW9Tgp5jLLKJEnmOANRzuH7YBfvONhQGN+bZ3yrAFZXWACf2f16H8ORnPhlaMnNkJmkrmG1EtLPBoja764043zZ73JT2na2EzwF/elJvzjNnol6WWV5SDzrWSUaXlLBKC0UY6sHokv3oc1sCxdslztF5iz2eedYez6PkFgYKcgb9c9gEOlPvz3Hp2v73N+JZWFlFtb7TReRzQOk7D5c6T7L8rfSgpueZ8rW859+u7fF/Y1EmjT8tTbK0CvliKx1C42hcCmX/84qggqfsP/eOlIEYWWZMwVFCiNKemBkHPEF3Fct5xHXIndvfqyAuxjOK8vcnmXoEUEniUsb68Ll+L7s1ujNbE1BfOQVvH8m79/kFa+vlJ00B7cByycm6KrW4X0biYa7Hdadk6+LNAI44AEBhGRKU45h30pYDzyLLv2VK16kom6uXGv1b19vL0ptN3w+b3kDfV0i2xIur6eDZTJ6lHqdtV8Xcbxhjx9Qb9nnDPj7gtt1wwwdc8Q43eYeLXnHVB1zkYqAq7ADyYJ7u7W2H2ezBGYVJNU4/l7Qe5EoGhKqedHphTJrBmBsmnrDjioEbNjxhwwN2PGGXK3a9YtMLdrlgYMMmOy4waSGDItBzHsNI9JHqZNH4GDOcH+pqYyJu76cOrMJtRyGIySJ1ss2y9zD2VzKDusHsuUzRNI/XKtnrdn5V+hHMIJLxTEvBtOaZykDYmxFQ3aA6MTxeVNzOssWa9gTq4RwYFsLcQo9Q86wviK9tAAAgAElEQVSEuqp0rGRW28isR9FxHjLLGWFXU+sjO1cWxrME3X38odBn8l6X8oDPf6XaV6HeitOZTkr00i28tduYeUrwdqT8rs61hGc/5V6s5fh6yjF3m04o0p6QgINK0ZxvZzabvc4eYG/SPlDLwS9+S0+eL1Rc2QKXWPszxmjsoF0Q95u5gefe8PJ9zwoodUiHJYha6vcuFScbkkrZmcfWrY5jXpfuM2PdQ2S2ISR10eYRFzcpm0xF8hlxNfs+V1HotMujagEUEuAC/WlC10M/eOsUIVEU3/9krLunYjmUmXMijYmvfyECzB0hpcoDKfpUZyXG7LCP676t41vzPndf32fZG2U/E9EEPaxtqKqgCCY69n882yVrdn4iy4rL0kJgi9Sj0pi52N/Z70XSV9XHC+izr1QLXfKyg4hLqgC+1r/YYyqHGe0MvZezTJUBwuqApOSV77y8XZp1/Lx8z1AS3r/n3ntB6v3ib58CMKrK5UeeayN7zAeAo2rl/VAP7e0CAGU5a1cZuwJLsPRO39YLuDyL8rlsc56VPW/t24rS39JPIb2Bvq+WqvUYU2FQ1dU6sWNOQAeZLQV2gY70sDldcrTrFRdcTc1zjHSYwholVY/2kCryJjtZLkUllxrSvnQ8YO03icY05yQ6sckE/BZb5RqgcpMdqoqLqB8+mz3vnvFGKIZJIx1VrpZ8hoRXT5PqDX/OA6GHWpYdUEONMUrIV0ZatX6zGoXjYIzeUGe8pap2rayoxK95dFbCmP5A6WTGRk+iPoZsIOmdzuRtPjrTVW1Vd6i7gbeyGNxdHSgSfFE9yKV+ohBxS0O/iZMAahqeTHlwVQjYgXJhFFEPFQemkkxrxiSTUqL6e9V9vKJJrbCqd30ZAJg9sFmK+pT1Ihlff8JWTDptMT4r7ULtfWPUktnx+FxcxcFA+p5Xvu2qZFrzqBZK9kEhyOsGoBzxxRNpAxvRT+nthqJ6HUWUkbn2rTo6sf0jvpZQ7CBzvOCq0eWCQSorUse0hldIioPDc+yD0cDV3cvKXpyBxfXzMVGx3JgZOltKP59JO4bbDo8yJoz3afZ7ZOZSagdMyDDQFSEhGGoBwzwqu40fXL1TuRfGBmp+SAARhpOw0A+mws2Yfr5r6ZGYjKXYJYWpfrNlVP0k/VdgXGK0LV6oz4km3eh7WOLZ3ANLXpuz9WT51D19/72u0XHy7Ervi9T2Xl1xYpDs6Vwf6c/Fj776teQ3Rr2ofof6PMvwAPM1FAUE9WKtnzMSZEyCNhe2Wystd0rxnBpeVVtvLTiTmid941Ode+i1nMGCuld7PZ+fCKZY/n1a8Hz6KN4LalcdJR3XeVerzd8rxemnU1f9rPEYDdNljFLS3Ky7+PYOVfRsb60lwy3wQktDAl1DP6TKfgW4fS2t6p/PJfKvP3T68npGP530Bvq+Uqr2NiT6ddnZ4e8SAHkCXCUS+j7it2AQ9O3Y5dHUG3XHZVxAhydpR2PAwlQ8d2RIBiAPaQBiwaHpDTGOSU3PkfYDCfME4MHIHRRO2Q2cYEJxTXCKadI+tcAOc1hYh+l2fake08chmCEpB0XY9lWwB2cOZ/y7HtpZsB43ejD/xjhJPTJU3NEZ4V7tPwtOpzIppViJn9scgsDSXxcbR6rQbTAQpzA7P4tjOF3FiCBcbL4cVNtnQuUM7p5Aj04nHE5IMvoQxBqkrJKpMm7Ho7wwUKG+qQH+JL6vQK5OSn2XJQtQ5++z01pOXf0lrx3GWkCgz2iAJB6EexTdhAvls/hgZ1+cyfPfu3rXAC98zly/R4HKcuSkawoE0KQUOfdBbadd3FgZKT0o4M1tGhUo4DFZnGqHEtCUAMfLs+YymHyXTLHPHGH1NvWB5Froq6eWk8CvM3YfZ/LyOoYt6kxoOp3qifTFJWkCHycf4LIHbKpYxsz5FrN0Dkael2t+wWfhIrjjnMXy8C1SQtfw8s0GmxtoUUMvtmxd9bM4Vqf9HwgGycCpS4dLWxRo0oZn7f/qWGc6PvI5YPC1JWlZ5n1Vnb7nTG9VnjuEiCh0I0JECOvKs8D2n7spYz6Skc8KZx/XyBtZbKNF5BvGwZ6ZUshcBrWXAxWA5LpfRkyznS1TtIze6Eci+yvHzwCK5HSt/8uk19GCY+qqih9bVRVcP/NUs/frT1eeoV+y+PeGPhNk9v3oZUjSjaSNnb5VNWCU3gkkJa9Lp1Iau/Y1uYPP0854S18zvYG+r5C4ZahalXHiVlKRtnSqH9xBigG2OdOxy64fLNSDPGCTK9ynJza5BBGpcpQpLjWilOhQL5lLMo9lWztYogHwkIE5GXfOYvcNuZmNH6yNG56wyRU3tXZd5IILrthdjhUKqeGIZgF+rLPaoiCOXqcyEoCJThgkDjkJxwnnyV1Q+7uKCXU1SYIVUcJnA1ZRPtX3IAiX/yHZI1O2Kl8QONajlwxx6b17Fh3OAJp3T58dYTlUz52NKWC/jKyndGFlbo5MWAV0xyTPPue5p69W6UuORT9GCbKAkJ61Er4cM9Br7Yf6wQFMVZFxMAbs3tUClEqeNmbNwVOMngBC+5mirgVJBmo6iFA0wCwi4Vo+yyl5xalCrOUw1heIpGqmbRt/nqpb0RZEv02wKc74p8MTUwv0trBsHyfSODqBEahjCgJMGyu76KELeK7IVBFNNUq2ua+3ermi8VvGqTvCub44J/Y7Kx2tDP7CObU8BiouNnkxbtxzK3AUhGdV7c9J3dNcC3SQ4OMtvOwBAV6lKelx+RiWwseqlGnlFtVh0iR6Ia3vl4sDUS1qomfQbWFOD6qWnWnkO88z1K9P6zVq1rtQvoPGh8Qcnp+NrwwRAWkXLykY8/OV51eUX5o2R+TFPqZKalyS7hluwl6ys6tQ6yg7PKWVMiP8S6FP3JFSVoHk2LlvodTujz7sOPRBWJ+Wz9Z2M0fwPAUq8SXtS1CT/fi4quWnJtsfq/oq631ZOuPlXv9c0qrzfdaltesazjI4d3FOLXmIN1OGd0Yr+7nPeuuofEy99Ty92fT9sOkN9H2FlEfLCHamMhRA3cyAgQkHPowIKzOkb9MDpu/jhos8YOAJF7li06uxTbRNK4eHeQadmLHVl8bheFYns5BOCCZvh+eA6QyZc5ctVA+vmB7OYXOHL6pXVwm9mqRPzMmLDPN2OZxBpo0fnc7w0OiSCv5LIsVPGyQkXu6kZQXXYctY1T79c9zau9qeSzLE1T1HYXoq+EtFieMhnkeqgMzpAENFWLnmxdPHWiyun/P0oA1k5EE8HtSGdP3u1kPRL0VV4xI/QCkZyIOt2gklWIWSMSjrtkmX8phAjAb6t7heruVquLevthxRppi3vM6stRlqeV8ydTafCy7BWpVWKapaDVItzp9t0r1SqqoUYFj2f6h0FeautIWaAcYfLfLYg2fR6r2wM7opAa9tMIXpYI2LxM6KzFmy8C1pl8w25Zj5Ghejc+rP9DInMmQEMKUqcVJZKlmNfitNRohrIC867G/eY9dUWO/D6jl7vtPls2/JINk3qmQKaO8W9WmCJwUvmVyizzxJac+Ado0M1cgzj54lZAM9DXqZ0HxPyt4PWsA9rbzA0yhDh4920Anu99q3nGtKN7mPK3Tog3bG3CVF1OW3BsI+O1Wq1OtPEFjqObUJZJvS23ZdA1THpmdsRIgIH/sA9XUFwulu2ZtaaIokiOrgCFZ+qNnDzo94bk8NATvQEDZ9VYVdKj3l75UJGEU6J63N3N98NS4vINAWdqKOeo4DIA1YNQ2LyKt9L2fRKSj7/JQ+DT71bFlX1/MqpT28w/Mlc6/de8zGpKqXHiqLJp7XV/fuSV0LD6BOI+pD9v6XU899S99/egN9Xy0lA2wMEQoDxvx6oPCG3oi7qXoKbgJsznDpVGCoS4bsEB4yMMXUKiM0gt/Im69LU8M8EgkS5srgOvBy9SU76PmcB6Q14xTsou4mHNh0OiOR/VZhLLsLDO5sxuToCIcRlLyx7mRiDOoGI1moDoEX4Zd58rzxiGmMhQ13tquOQBI0BUJ64mAEil0Fw4GlNmaVUoujxLKObdX/d7jnbw733pne/gYPdKW9ZMpFhlyKpG9ChoNChnYAnUzQ5bYfzKN4S2w3m8mS2Dz1wzXO4Ub0Cyvu33vSwoyQ8cx5s790olJUWoTMPJne3r5+JH0JAHh8f10VZ1LAFSrb6UhQUVT8CNgoCdABclQKevW7gYxhYE2baRAokJlMdtnrd0bRQktUeONjJlwbdilieemgwvLSvjfkbbKhh3OwedrdcVJ3A08pSA0DMct7XmaJZBmSumnAz9pmtU9R1H1bL3ayf6aKHQAEfZUkHdUYj5i/8uzZfq0rlG90mFLzuO+dVlWnH/CxcyBFlVkSdcNRfuHTJIU2l4wHaKqflNZ5yAZK78TnXbKFgLr6fHoWBSip0/xMWuejQ4mxjAQBqoLBizJ/lqs3RzVpU+s7UOiC1932UqfifT99ybSWt6qsr0+V51cgKHX95Mqw0ipY1ji7EXWVFRp0DgttyDMu1rAdiiDQ7u/Z95RCeo1TgRrqgfW188/JckNqXEsZeiX6pyg0pOfR5jnaWfPKGB7yOC7C8av0zSmrt7k6zalOVsI7ppR2LlW37p18tj3x2nWny9/jpdK9VOvKeexvJgjLsarfV0+fq/p1Xc/1TLd5tBdS02BVaM91Hqu2qn66JpZ4wZyxYznnqTujektfO72Bvq+QbNvQFsSkRLH5sJKLztjaBnkC1Bgi5yahuAKulniRCRWL5zd0w5ANAxffiD3cOMHUJPCLM543ajV4byHUQjmCS/oUKO5JIN4WyITKhuE2fhMXk0rigos8YPOQ7hvVPGWDKO0RJZi5moLVcPAqrpqSEreUvwntGkXdVrHcgBcm0Rjs6QcVvHxB2BKVd6k6Q1ZH3PtmeGrk3DYVK1n6ccZiutMHmIt9xXTAJzAbSfL7DOwOAObp0zwIcj5raAdKhMmAEARap3k43LcxWP/6eAXRz195CDCYdc8pzFBDkWwLbTJ5YFLJJI9RqUzjwkS9Xqnk01KvqTCugt4CHqqNeSHg4gMaDL45aRLLX2xkYky09D/KqExY/x5yF65p5ToEVG9Rhu3z2cps4KZKL+GUwOub0T/SFWcgwNAStUyJi4cGznyNZ+gCz9NUNLJ2pprrOfNer16eY7nKmvJ5eO42vrYp2rx86rWxzPoeGWK1fmrS09wbqVbJCxVj4CfUvXByKlRmW2O8auIeZ62KiU3sMo3rLNrsHn610ITYbxzrvHkAHULZWiJYL+2BAihOYGBt6TuV9LxumKRHmVZ6+XVlByscOc2NSddjHuzsiF8ryWvP+dDzLIvyFD1EBJxGVpBWdml5DxDMQmbJWzB8TEiVVeJik11p0nThqPdnWSbi3FhGRwdS1buPy3Ec+lhUOldB2EE+K+efrdCyP2t9S1Pv573+LIlxOpTysrKomi+t/cszy4jdK/ljap+tXfFopfPJsRz3XKHb/EWSjtsPL4W7b+nHkN5A31dIh42kFSg8d7Q5c8indJpnTw/irrJj8zhPA2ZTN7BB9IJNbhhi6lgEQwEQQl1TEVItIIhAJR08zNIBgIaKkB0tFsNPPDD5TXeIbBhiKqjWrhs2PEAxza7PY/kN3dwWcfj7BqjEmcW4yYqDyMDHLISo/i+P38I4Rx9WNkIXOqXAnHGg8BYfAMQ9LIoDK/Po5vYwkkEZ0savMqkS5eR4Wg0EjDm2dMKiqMFtxYFhhHOA21Y68IZQEjQB2YIvsf66BNC7nppaigSp94j2GeOr6EdAjhdvD3tpydi3MorqSbAemgc612CUY8iltCZze+yqL59y3eS/KUUlQ9vHJ0fOJWmarvTzeUpiyqGtqd4VMb+YKxIMkg1FsZ+LPY6wyUsQh2yf6S43SW9nx4qNnD/L+qqEjB42ybQJ0mER1TrJMw62C26XFJtsNiYypYPOgiycXto1cu8r1tXI70fHAnU1fY46UrJQlUHPS6GulBq1SkrKs+aUEto+thfSQpGOXSagKQ1Nb7HqkpwNIv2yKutz+q2I+crwIbzS0NaWOHN8jZA2kfZTwhvtkRyNACqxwNb9X+hN5bwL2EwWtGR/z3s861kB3QJG9Zh/1qykT1Xlu5SpZ+sTqI5OVKq9nBQ7QYF7GcM6ZlZGrA7f65X2ck5IeksfaF5RgXr0z1cM6UBT+e/trOOidR3clab586s/gdMROq6dSp/Xk6x+/1J5XyKl5PJldCj5m/PnK/Cb0/bS2XBL+Rv0qog9e/56bmdbWl+w7pv7yajLp9LeL5d++Bb8cOkN9H21NEONwzbSHodBsi9npAflhhbBhE0k90B7PYiavRx2KK6ujjgWtUmXDkVMPpR/8+89EFCdAth3FLLgzINOd0lOog8XakyI2/9tHuIBUEwd2NQ8Zw6xwOiMF9YOELjkM9STsmV2PJHxNEZzB93h7yebfGXbKtOR4+wcGxRqNk3+Pe6z3ctnsmHWjnQHb2XX0ZT4hUxFAr+BDSoWuN3sKyw8B0Sx6cCOm1/ShR9Bq9WLEyjUVXuCiQtGkN8B8TiHK0ij/V8HBBX0VFuqfgCHExw4o6F5GDFcBBVbY0wEMC+m1geqi57uh9rINp4rE/99HNM9HSWApf5Qz6pP17b5eCyrQmVdJaUGPi/H/Kn8Xtegl7l8Z74xdwnOrBIHVi1Plvq85xollboBxTjYHtYAKhK2jetFjREJDeYj614ZUFFeYNlYH68gOuO5pnsMysrwPC8NPE8EuJZm9DH2RexTQVelZ9w4xcb9A9uLKptLg93xjk73ZOz7V+HA2+kATFVQXOU/PLKqAwJlPE3anvleC9o+8jfAnqedoJBRTCZdJc8QoQTB9FqRMURJG2gXWmkKUG6jkHNXV27Oy8fm98sljlL/Zf1kDVvOj8g+a+fJCiSt/GiICI3vaxXhGbz82K8fYHE9WXQd8gO94Zkylr4cn4Vmbb3+muiQ6DzRAdRzKVs+XZJdm7BS2NLUk3KfY/pfktdo/2evw9eUUffOnSe4Frh+76iQogDFaEfTexVQLb/Ri0M5L2z6H9EkIu8A/PsA/hUAfzeA3wXw3wD486r6115Rzl8F8Pc888g/oKr/22c0FcAb6PtKadmkjaGmB7WzrVzYELU7EggNtk0dZDbRiGLgilShc9uaORDxpHxTB/grFT8n3k81wO4QJLUETOVQHHBMfTLZlFyKhEoxZMKkGQQnFwwxN+bhL1M3Z572aBchzDI0hxFOZrHaBjmIDKnFckCThVzwRdjcuBqnhr1fJbx2cmZ4h7y7T2iXoNqqSMYnWZqBVA0EFFuodA2Ig3TFNi4B2Ocw+aipdArUQ1qkro/Z/ZE5tL6LOaXhbbBqMKr2nCKNw7M1XQ2UPalQImGGrQveTPsTca6Qva1MXDloaGekleVmuIrlWbaFtqWldS3/i51KvZwCZfpjqidVMiB7vte9laaNBL9rdW9O5p3jFiBz+PDmnCT+9DmqjNjM70IbXU11MZvmftnC2a0A0Jg0d0OvCYHF6VK0rdk65nPDVdyzDwoEoyLBdAYjKZm3hpIBgBYuwcd2XQkhCcVxVax070yWTRqUa73uiPX3/ryUWtP2hvE3yUzV/UAqwvAWlKIi1NDprMqmMGlaMOwCVMitUpk6l/TxN/ZkkMYX2YKfF2x2SCUlKV1KvktbfE3JsuMRtXPdFuBXZ+PIvR/m5fy8+pJcaF8luc7XvJNmIMf6WOaRJ1hbniZadc14O+rFUiwtRYRviP3cwzOkbScvC5jTnwOBgzvfqo1T4PAsa+v1V75hLH3oSXWp/+wZJC/wMeCTL0mcfydNPv3+mrxPWWtH/uNlZdTLzedW+Wrvd29c49wW54DiHOit6no1yx5F8j0vSz+OOH0vXj8fSQ74/jsA/wSAvw7gvwTwJwH8mwD+jIj846r6l19Z7H925/ff/9R21vQG+r5qckYmbtBfQsDqNq8/j5TyQKEzg7ebyxSLCWWOViSYh743XeKnFOTnMQwAVb2ru/72t/07CTvdy9P+KwK5uxoqdMdUU+80JmLDlAs2oVQyQ5NbiwcON8NOfRS1zXeSSEgFUn2JYyDOkJ6Xoe2k25FqMLSW4E27Mb0Z3sGe2MNhBXvkTVqZVlRiWu0p+d2ZLIg7vElAUZkoHvJQcU8wVfXK39eJUezHXn6YrW3+GIHX0tfXJp/ryiAoGYYqAayvFHCkHYR9GdL+fFqlkuJrqz4RYyh1vquiSwIxjoGEEwYDPffcwIurax5vbv2zFsDWbtvJjFvsTFtaPv5qzD6Zh6kVvAjS5ftEOBjGMGZ0Zh7VwTTUF21PcH9Y/e5CXlelTZdomCgpgF1VZQqGJIzf4JpnroodRM+0BKoEkbVkfTWcQYWHdR7P846MopSntPxaYU/bwYf3cx8YM81ygvEtNt5rOdWhUNzyuwTOSjbbXxuempeXZimRL/WhMvI+elTrPjCz8dg6hHHy1T1dH60XVaXS1kOgFp2j8/2lY238xrV4SId212JWxj8gtH2WPC8qALS/Czcf63ym5idsnu3S18tU7h/JuxTYGTdnZfol6EHajpbeMuSL04paf35WFoPYmEGnTt5rg1P5DNv74pcP5yl31lncT10lqCfvnef5p48h0pN0XufH+L3nE+nVS1tDTQBv0bPlPp+ff5/luX5+6T+AAb7/EcA/o6p/CAAi8u8C+AsA/hMA//RrClTVf+MLt7GlN9D31ZIT8wIexJmn89vA+h4/TVCKQDU9oDhY8YNb5eIqnxvgwImhAmp8oQQ8/bCO1gTR59kl8V5vr9sI6oDFpBqgQxih6h5g6p3ijkiwuydK2gteMMScu5iK6sDEFm7ig0ESSkS03W4Hg4ijtLJK0SLpSrrOx5/h2tM9udkmTDLbUAyhW4VUpSJo4+iQeSI8PL8dSzDJZ4INFcFQwVSLkQixS/mwmVBBBPl2lZzKDGeYBAXo7EUQalcBHjCL3U5hQ+JmuQCPwyVAPRxXaOnvCQFISgiofqL1uTovDOdQbAaNh6B02MNWkDmpDg+wspNndXyJVNnV/kummaBL1nYkFKi/BcMd6nvMX+vr64kB2Nc5a3uJjFi9/edzofuV5eSqBFIqly0Ntb9oXy1TiqfXMkJUBXWAWXs+dOR8l/eUNExyzx/XG9d6YaKBojZeRy/X0ZqSnT9BLi0dZzuBX2pWpDaAlxNN57jWvpLJFbSQDYDb9FKzQhFiG+FecpCrlp8u2+2iT+j+P+yz4Rd7M9tSwkdI1GE2hODZoQDtDlNVnLEiAToNCbvlYPjreeMjE3u6ykWX4T0DUWWUdfntuC6+j5Trq7ZaWn7Jq3TzVB2yjHnZP5nnuzBCRPjvRW06a3aewC998/KM7SpjFPTC/5UCQuOSh/NaL4fZNF8DqwtoAOHoTNb6+N4o2hx1JHgW0S495zPXdJbJ86xT+ONJnzvzXlre4fa688J53tm583np/DLqBe/F2fzMe9XUQ33sT4/Kyhu8DoQCxlP9UUgicgXw7/jXP0fABwCq+h+KyL8O4J8SkX9UVf/iD9LIk/QG+r5aqscRGdQk5smSa3leTkpQZ+Snq2aZvVoY44ozV344mJTEPKyJuMRJxEHVfkID0oV7tzsrt2xBAePoT4aDTISrCYZbdt2tZGX9bovkRN6gzgYFsAmZhAlILtFBEFXVBsE23CdmAS4OTECxqVGUQ4Sf7cvk7+LjMwGTLpmt3K4MR2FjZe10MCKpxGcOdwrDfWhnt3HqN/uIedM4QDlf/tQwV/u041E/uK3WvYNk5+lpG8hn0VqoGM6Uaxz4haFYDpH1Yj5tAxGqI7nivRapB7ev43KCcs2rUNpHYJGzbyA3gUtjpHQ92ivTc3qifWaqrEYtP/e11K+nzJ9LaaJP5UYdHMO6jqnudXQDLyHxzeI1GESCUL5H6Zs5DQkWT8mo+roM5sxnQPPKpcrvMk8yj/ZetQfeVjImXPtT1B1eqDOdm7fJ1dZ5saQmdSjQDhJ9KCBPCxNbxy/oTZU05rrRMieZzunNPTZy/T2/S6i91XqpTilSIhcKJTHTWzTKe+r+nDwCqCKAvzHOXkpT/dTIy4u8dIIVFw3I4PGxL1UxeHFWVMXt4mu4p2EP56A+j6QFgNt3I+tsOODHHgbiLMny7z0GvSuIHkGsLn0sdK598/4nh95qrhs+NG9ARr1UXS/4gu7a5W1rkwIH+sKekBb4PrJnt6zEL3MifETrn/hZRFokh/eg6lmzvce1bT/JItWqZ2zW19U8PyazWnK5l07W0zkYXH/89HW4SpaTgn68TKp7ZqimclYurcvL9WP9UuckaOXPOv1pAH8cwF9W1f/5JP+3AfwpAP8igDfQ9/NM3DSMyePqR6pB0OwG7z4xCmgocPUv+P61d+ZUmJfJ9OoJKHYZcesrKpjFbkuhHnSdhIC3y3QSAScaAxZXDIXgKngjmPYjAG97echNNWkeA6grLhjirsfV2jncjk31guHjlLfj+bmOZ//fHsSxMpRTc9w1+glvcXFAUMZD66EntD9KWBfhHFwaMcl4NUmd2TQx9lhKE84I9Zncj3+zbVaXIOKruR1fqKyJjadp0oivAR4Rux+8DljdQUP0m0y/M2w8WHnwLuxWtO/sps/O9lxjTW0IEmrFjXkAnLFcjmvGLCPbUvmGgBme186yGi5C2z8rFPt+0vmBfHpga2w0EMjnqNRG52hXCZfxXffdwHeYKyf2rdLeAyTUNpMd8DkQNAatagE4+YpdG3k+z1Vqwbak1z7+LlF+2rmO7DnbHpcfhZ3V3gcLMO9MbwU6ZexDOlmYyLou2oXXM+noMRQgjbr3xjrHKSmvdpXanq4g8DwPcZliR0Npg7j2BXy/B+CcjSFU8LM7zeBZAzjdQKET6uChvqfxHp+tNsvNvBBADUkBz8/UaeZPJQzEq/Z/zV2xSms130s6AXQmXVBrGXoAACAASURBVJZ3TDNmLnnkI8q5V2lqbKHamCN9AXq4CD7L0E6NZgmLK7RYCj2TkveC91qPW5vupaQ9mV66IuoV3vm8fv+pzOnd9XM/vUZFlRSfNFGat9bjcy8fxR+HpO8L0YF/xP/9S3fy/9Ly3IuSiPx7AH4LwHsAvwPgv1DVv/lJLTxJb6Dvq6Z6j2xeJRGfAVBF825KlsS84LUsADcnkwasEg7QNm5H3rtTLQiFwCbwY2CEZKf5uTChpVf1t2p7BC1tUIXIDsVmkj8x+z5I2iDavzssSMHmN8Lu0TNskDqz1I9ELTkINSOeGSnBZP+cDYxxT6CaaTbPilYm2zID+CHG3r2IyoDFIHT1GtHS8q2R7eOoouSmuuiMsBBrCACEahZDOLAtvP1PGy4jvXBV24zlVS8CQv5XxhZx2X+k/8lM98Px5EmtIKMzf2vP2ZY6y/1ROgHxvIIfUpW2rORaaWsn187rD9NPSQkt6mjJcf8HM1PbRGveUca8SkClPDfaYZ/qXf8/e+8Walvz5Qf9xjxRtNNgGi8h0klMgjZ0S0RtUaMIiqRVEAz45IOigg8aIhgQmkaCKHh58IL9kECrRG31IUgQiYiCqO2LPiXQwVunbZVIyEWMSeh0/88cPtS4/MaoqrnW2nufvff5zh7fd/Zaa866V40xfqNqVJUZVcyrdsjLfGS7lTauenDjytNIPiynOiL5zff29TGhIBdNd1MGUGb9MYyCWK331UMva+wh9KEgiP1/Vqc4mkQYpPj9mzYW6KCcsbqQTmDlKH0wHwv1wTyhc6+ZUaUWoj3YKE/i6xWsLOL8WS/WlghxRtx8T3cB2kp6zD0A5bmv/o5+9EPBYO3ik07h5Du+93hS5UsYiVEWKlff0+srlFQHHkXRRt3dgNqCOWPEep1rIFa05X8uCxs6TksXPZ7E6FNwNoKXV0RIaa6Uk8azIecV7BEAoEzYVWNieJnM4TKXSEcyDiDVtidc4vqtJEFBfKhoiRcFiDEhoSNbvvQ9vA0WBlJOnz1qMlzplHvf9TyfNmZzNfT+OsgddX59DnoX9Ovsc3dC5//Vwt1L/2r7/a+LyO9Q1X/7wXSW9GH0vRrp4quBHAHggCrf3GZLmn1l1abIY9zFXKSG4XQGIOo+7QqFu2iGMvI0HCQJ4Mf/d0NLFhLbjStE2m4wqYn+PNfSHLpGzqIYVwoM18oDGit/qRrnWfUqmBYtaYDv0HGz4KqFYzXJY5IxOJkd1igqaq5Ww7CKXTEWwff7QQ/anD/qwKYHQ4Fq1jIYtHzI0Blt/AljNXOsoKX5fsadfr4fR02Jj/0eRyjL3NPDJfI9HFx31rLIFYVuhARkqDCkXiabOM1dQvNZBSaeBzzcBASOAvQm/MC/ohq9V13ByRTzy1DmMzujCRmB1Njxm13kMqaWFGgfYTxMcMdpp4OjPTMDqiJDB4VU0uK614Gr/RaDpkrlm66ISH6os8e2MllWwYB6jyGf3unt5jVx986yNgp3Z2bi8sfq6OKo+WIsI6VDB0crV7Ar8pEQaQvCxdVdt2uafvLu6Gt1934FfO+d7+kCXLyPADEBEMaeRRSA75ANF9B+9YO5hebdgM7rJpvUw4wTg8NbouzhPTNLlG6LWtUm7DLef88royGYOC1qW5ZPr8fvnWb+5zdTebo8WARZ67W+p93k8E3Z4MGJ41ubzn4eOSK5PKNvxfKuoWWZjpXT3y27hn0YFsWYS7EOhJr8fu499UvE694kS82zOqjmKe+eR7qv2DWZsVgnX55UgnksvgkpAPwmEfnZ5VvVH7kjke+3zz+3ef9nW7hb9J8C+K8xXEH/OIDfCOAfA/BPA/gpEfmTqvr770xrSx9G36sRCReRnHES+miSMFXSLIgTVA/wNzTuaW6fAyANdz4lWHOgKkKezTPBriTghYWE558iuoJUBpoEn8fu/PjMFD7jhN81Z0AhMO6JAydOWy0bQGFcMj4M1noIOLdJVi7rcHYdBIEf6HCqH30+K9zlaXSeetydaKsFLgztOgq+XD0RsRfikylXdl3j1qvWjETd/Np5i8sgOK6S8MN0JNO1e73grqA2+zn2UdjBOwHYsiWh6awKb3PJVmaXTT8whldAWu0bFOiKcgDJshqg+b60iijixE67riLdxBSJemGrNwquXaQvCfv4Yzw9sQQhX4T6OF49tTfxkgEvWmsrx9hg5hFumoRH7yfF/hh4A308ex6TWIfxh7etG+ROdJpurEJ8jtWDDMpg3v/5ypH91iHrRhXsmgjfG6gOC48YuxHuJCOq8OpRGy2MoNqGYny8Nxl4FXDeC9TfxWEnXZbKOu2Uppp1hNXdecBWXQMaS/a5hsDV6Kvc+wdaiTtx+lUvULMTfP+eGX6HG5W8/2+EOlyOerwom3lMWPuOCUkrm58sCjNYCFiLMmdWPu0TTDv3bm/DaOPSL/53BcK/BK3T9nLcnDgg3tynr9OjS9kgq3Y0/pGamrQF7pTb/boIH1cn2tZt9KslIj0vJ2dIBa96qFVIgLiyAQYE+H3DBH5vbUrAe0iqLGrv1t+f8+4lqO2NvIMEQLj4kF7+xmkGMev3d5Gq/o726GcB/E4R+Z8B/B4A/wqAD6Pv66ArBknp5hCbZ1mvx02CQMVn1NUfV6wHznCRHHu5jgDFgj7Tp1uBx+BcwJd/ZpA57rD1fOb+synzw/y6h8l3WJ3P006js6scDpzDxdNO9zrkE/zI93F9wXwS5rb80n8S2DIFN0+C7frNwI8K4O0e4JNuJLNVzbzeQTJfO/La3aOykOzm1IG9IsHeCJuueIeFGGkdMk76rC6dBH7DSGww0y9TpvozvES0d2sRasAVQPW/q9GsJWUKT+5mnVLa7u5/shJH3yTwTTDekERx/TxKWbsT8ZcFgas8Gzid3ED9Hc+iMk8YaBNP5ySc6K2ebSDlTz0GHlBou5bBe5dnvQPYWbkER9xnCXwml0/nQ+chhU8Q+amQp/rBJRLlclfD8c5Ci7mw64G8VsLKefq4AvxQibi7L669APwUwgS6giJjWh2iGU3WHeEK6uO6fjLN79Zjq658Fsg9hSvv7eecc04mpWzgcOnePbhhjI04rMVTKSDZJgSsDuPXOl7KtpRLlR+buyfLRJrUgbZ4y+bL8T+7f9Y2qX/ntfe3oNW4mSTwVh4A6TdJev+WbGADEFU28FMAtmedikJygx2A0jiysSWc2ml7A61c6u8tvHAf1lIMY44GuviHRBpxZYyXEQh9zO2Xk1SINLPcwOz2qREm27jxIPq7tfvol6Ixeb27PuJ+ypHwDINP8D7u6Rvd8XN3rujt6P+zz1+5ef999vlnNu/vpZ8C8C8A+GtE5Deo6s8/J7EPo++VqB+DP6lnP5YeQMw0k6tdZTNXqim6xxff6+MGHwzga6zSCBZAWg5Ky4UErzCWwPbh7lhsoC5rnuBSPg8AgCGEHLCN5I4wksY+vnGgi1q4cQiLwS85hrIPcMX7m7KFhzBe7UJc/Nb+m5Thrn5xRLUrnQFK/U6z4fbpexolQGi6Vdope6FsO8jstHpiEwVm8LsBqLGnUHEKsm1sD98Yb4Jc8aN9SQa+Exw7anQXL2/DWdmngWhwKUA8yiJz2GL23VfdulsoxOu46CSMlcFyHL5mfRAGtX33SQm1eHoWd7ngquDFHP9Zouyn1waDbBjkePFHBISBBEETCEngUVc+Lc2y98fHdcsr9rgepeVcJlkB6JP4qFxRI9SewPAI4HwsTRvX7lSe+5NsdUwk18hiTI/ofKH9WDWTSFqV1tjNyBthtBiSo2jO31k2jVQ9TTOhlNubRg6DzGn8VDC+pMC83XzqeqUZKw6e1UwyHveS+mIAfVsxNbkQ+5fjkBYrq18fIRiTLqohc1zuQtREx1mMQ77OAaYLlFxYxVZc4uAX4mn3rog92SLw61xGuemwrtC3VVtGW6fCWzR2b0vuo9q3b0GXsgAgecBjoKZQv+s0jjicuLCOVykbqqZqcdlQjFNee3lMx5P3QlnxFfP0YWPfeR9HOYym9KkfwNYmBXNlnSh0GmGqIvtvoRyvx25dtspnxxfVuOVcXvbdvLfyGfrLFPm0qn4nvYeDXF6I/g/7/MHN+x9s4Z5EqnqKyM8B+CsA/BoAP/+c9D6MvleiobTcmPNnWPCext9gUkVTPj38cK/zk+oAB+ticYdIh7qg1LGCVuAuuxjaSpAqzdqxskNVlIs6xFtBKOsBDAR+n9NYUfoMngP+RGl+Flc4dt+UjPupoOOcziOEd9abzw8d5dgIGMWmPVuwWKpYhDZjKl+5y66djnme+CwnPuGTARW/zoEOkXEBqoDIp+I21/cbVXWSAp2Vvpbfw9XziMMd3KCxsgrgK6fh+mYgz909D1acvgLi+ai3AaxuCyDqfdhniSne+DuMgsMBfSSernb9qGl3BUYcEe/xaI+ZEk/4HiTxdsvj6Zv5aivJ3hf+Uc1Db4faH69B630sCVH64E6QO61uUsz0Msg0olkbX/G1C8r9olKxnvE8bFVwd0VE9gAd9e6/fT9Z7Nv7npWE332KOtB6OrXJEa7qPMHih0zp6St/vg8uIZy7iNbJOpsUCZhHRs0CiA2Z2nm6y5Rs8PWUj8tO718t/J7TJnTtAsUd9+7Bxr1n6fU2F3wcGU1dhcQu5epyfbheE0BSCg+5oRVwe7ww+HxLgsJdgj3e6H7rl7j2RSIt8ZX4GHLpreF8zXl6P+WIbYZbcQHtvMM94e3r398D3ZIF9m4lD4rbbKbBco83keTLKhsqAHDZYBOg4YniOmMMqthbGit7VpbSFz7B6CeBe9g0YE7TSdO+upjMTN3obgfi487EVYlnnM58SIhsyAlL39OMayCcJynLmZK5ciWSn+fvl3w3ryw+ffz6eHgvHPCG9Aft82/YvPfnf+gF8voB+3zuquGH0fda5BeK530yeVmtkqDy6xyKEB0vJ8DZ2S7eKxJkRQwTXurC2J+560wK2djLZpLM95qwcqn7EoXS8JLk7xSsYgr7MxyIwcG/uen4/r5hHn2ycn6yC9BPqH7CgU8Q++0gbTnbGS2oEcZByRD+iS1jxQ78+4w2yL7oSlLCsMnmsZUnc0E9bbUpLj8Pl8QDfuOWu4vlwRfp9plQkyFIBXWpIN09k/ZMuTuFioG8kd/Z6xfXObhS93HgLi7uuOpjRQic91bJb7xiwq1HwyLhBo8VD1T28JD54YqZXH/cjSxCC63UKt+T6IAngWTmwe5QLbMGoBgSMTh4C6owbfGW2bOMndW4Zr7tAM/l2dnejfflGHiYOXLHFRHDKPoefNJhkPGE7z2jMaL8zleH1EtkskVTvrmnQAD9uBaCoa21hdsk8DDVtBvtab+ktk4YktF23NY3Zrn9BNYr9y9a1Z37Og1efjLID4Fy48UnPhyQAyKfrN4uC2qzuBE4LoUH1FfyY58eyw1qJ5eRMUFgei7E9pntpBk2Vn94JTvK58GS58v+PxpfEjjeNUD1lCmTZR00Fxk3r2zNEvCtyfv/Si9S3RaGn5PE36ZvpEsNkrnR30ptbqlIrtn7FSre5mOIaCYnOY5TVtTiJl7h6hAPSR03kcoyv1b/CWbpPDZKYfyxFp4pTST05W3UxJvS4LTPtwO+QjlegP57AP8vxoEwf/3irr5/0D7/s+dkIiI/AuCHMA6M+Z+ekxbwYfS9GjGwGDYdg0rhgMjj+BPMJu0khcKNxTjBDdVwcEjiyjzNIAunAl9ZYRjr5ef8SYy3eszukKxsc08PK3MAZgwdUJvddWPOXD3NCMz7B32Pos3Hu6CP9b+5fXKOdl437adasXtnPgNqv1i67N4ZlooDVd+76K5stp/BwNFRgJiDS5ttj0NNEprc0hTethnW9/Q5SMozU3P3oZOvQtghNZpv+ajnWFNQh/R1bAiyrNnSOdpWNdi5xXg6vMoi5W0eQZ/A/SxYJsO7Cxla2yYQHsketnLO5aB0iiLPN/73rWEgu34tW3Zy/eoyphsUCb4Ihi2OgfcrIvLJ/ooIQW4U5Hg2MWJXLVBKcG8EiXfMz7Yi59c6uEuysgHvk1wm4PiuQRnlETJ0hNpH4joLy1Fo3JELaR6SlDPuaYAlPzJP9LYe6fjEmD+ro/6aen/m8+TINKANX7dVj3Fw1iDfU+Ulqdc+iPhhKik3vBTji3uYwDKhdCmdnFwU5OmeXJ+TnrhuqysxweNFC5AwYBmmiPEomFs5wTkLgq7vugn4dtdAJO3HylLKbjdO1zGZ34lvWD+SbpiGn6/wNRuJ0+R9w+l2b3qj7A30yQCpi4NIeQOMSaSyrabEk3qcQRn7NEkFLQMj6khtU8YfDxVp/N30RolXIQWyEQWszF5zL2CnwTpvq9veE6nqL4nITwL4CQA/KSK/VVX/LACIyD+DcTH7z6jq/+hxROS3A/jtGHfv/Tg9/zEAf0JVyyXuIvKbAfzHGCPip1T1l55b7g+j79XIVngAVCni+xfG86p4HJDyfr9bxEZUhd0MTX3lRkngjNz4lLozTmrbZtOqM6P6jZAIWUdKUs2RyADGqemCl+d1xsUO45mf5mkAdAjaY5GrG30O7B2M3RZipXrhLz+D5DCcC9D1OL7fjxXAEasCvp+J13MPNyjCXYaMMFK6EmDOYprLaIJKbw9z5VLf8wfEqYo2q34qAVJ/720nBvii6nRliKa7p5eP4cB8ncN95G5nOY6pTe0IedA756WDyuUuYnGvm1jLKOydr0346rvlrQgAPw9sR7aEcqPMHGJiiFekGZilDOhANn5YQAfn9VCSW6bH/VdEtDJgnMKa+2/q+3L3Fxz0c9F8ssp4QUcaZRy2KxvyndhYqpMLGa9P5szGhK7qp3UkYAnYfPz2cZPf2H393tHE9e7rWqNuuQIq0JgodKPVJwNHM5pxpRinc7o7mycGOzHVTmwNmeB7a1Vx2FUx5BWH+YqYw5qUphh9pTZkoE1iqrn1SgL5kC869krHHku48eAZfUJx9UMD4JF7mxgqsrWHJ3Afuqa+ew+0npDt5SNjI8Yuh9P2OcdevUu1uYjHA6eXY5le1bFTPneUc/W8joBFHaz8SlsIdvlk7+8mAh2LVJ1e6t1w32208gVJAXcHH79T/j1C36E9fQDwLwL4uwH8FgD/q4j8dwB+PYC/GcCfBPCPtvB/Gcaq3a9pz/9WAL9LRH4BwM9hXNnwGzBcRH8FgP8GwI/jBejD6HslclcG39MW1GazY7+RJgAZypIY7QZJyc+f2G43TcUZoUXhBzjU4syAtr5qYMbLDvOnry2QQaKQSBfB0AifW5YpAE98Dwd+BSB5DbKYYXiKG0+Au49O8khdlLvC14tJTnPvbHJtJePYhz5XDD/B77aK/XDo+2YcyHiDDANt7I/x3RASY0Go8djYm4GF153rYGlH3f3AgwPupueuMf4uXWUcyJtTsOgwyOPQBjO++Lj3UMdpyPLnSgnu4FGDoLW5HC5Gu3ObApBxx6P3TbnsQxS+6u3jKOCfuEHp7zxtkHHC498VeE5Jzybi2wPAakbsXEFBCn1t2lVwXNOX/iDi1P0mp5SjUswos5aO/hzgquznjCsahpExWvwzYoXWyxfLVwSnfAUt5KlfSn6UlYC8ykaQ14L4RBOtJJ0mpR20ltWRtidXhyFURLkbTa3JuhnBrbgyNla0lg01zTCuAOSyScrFUaucUMvCS40tGvySIHbIFnVX9YjjBnrfMcYy5By5CpC+tiPuaYahj4ks65BZh8miMbGTcmjkQMYbtYAot/PuGgjXc61dJzY4phaf+f/tZYGXAuhyYFEu11fL1T+PtX93FS9HurYn/lTr1VKkB2W4oxRgwbqy6u4ca2PSAIUXxXlxAItevMg7JiJsKHHZsizi/2/ao38neTz7r+bvq2sn+pDavStM/+C7W2DoGyNV/UUR+TsxDLJ/CMA/AOD/AfB7Afxzqvp/3pnUfwHg1wL4mwD8dQD+EgB/GsDPAPhpAP+uDuX1bJInX9b4QXfRuPzx+GE5fqXD0yXQqkaSHaISrpmL/Q63M4ZD7zGLbS6GttKTRoC/czBMRmkwfM6Exslo9r2e3umnqCnVh8BxLaC9NaCnB4b7x2FtZBfKi2Ac2HDgEH92QOTTuMLB2tPv73Ohubq8PSlX/dTa2U+q43KP+mX5s+4OSr1PvL1dkYRFgryWAfD9nKOVx/PD+kXiHdUnfrtCFdO7nubtsXC2PuL6nVQ/r5tamKzfaKtS99aneU/bom1eiHqey/cOTDbxuE5Z3rnMc17c13eGi7DrmrxH2hqAAIr2D2XvIMrf5bj3d4ocuwzk8iuDa+fbOR7zFU9+AFL28QDMY2JGwJHBjVeF4rnrsk94QGp5850BMq15MOAU5fKZTIsWktIKWNYJre7rVcAZk/lfNl1Ozm1JOYarl4nfv1cLxXqgxsvUdMn/LoMKn5mHQYThNDd8dsWnLKNW6cx1ruVO4K7Iicg7+Lwkfou73y//J+VovRUG8I8elo35rovz3aynKZ6s3jF/YP5dZIG/JMkzGSorY/faLXSuX8aXevHxwghzXLBq21Waczmv++Xt6M//8v8Nxff+8O4aBBH52b/g+P4f/iu/729/7aJN9Ef/3M/gl88/sy3rd5k+VvpehRgYdbUN+s17EWy1z2eXHbjHzE+XKD1LzZkmGUo3DAcBFH7ZeUtDfN9LJj9y4nKbwLaTIONYfwJ61wIMAIUaX8b9WmE00ob/kfKJU8fqmcTdTOO9uCELGcah5h6UlfJig4+by0MP4JJ1mEFXq5d4z7WTytxgNmNEvG1ppeh0915xSKjI6xwOatcEh27g+ArwTgnE0eil9/IwG3ZtGkedK9yl7xAzCtUxsK/+jRW+vCYhezFcX4VcqjTL+7yJwXk/ILuLZjGo/dtqRDkG3kC/6mew6+dIM8e1u4LWqx/8+HhrVwW5FZ9ZUrdWWskrZ7BceFtlnnD06gAIMLNMKdTvlXOUvo/oQlG0ySIe9/VvulK6HOLfB/x4d8+FnAURkzNwXjCDD+QqFsFzFT6kQAA3WqEPI3DsWU4n/sHDWpLNeBIHVYw0suZqxuIn5MQfA2Xum6pXHh1NmYrLkdQz7u455BO3Zq6C+6Qi81W6ybqhhmwj00XBP+qHXlE8kyOqn0eX+QFYZSuEjx8zNMGeB4AfEiPU33A5ZEKNW6yaEEg9Gw1EYD5agce7rUYuPXJqr1Q/h1u44O3oWh40w4r5ffIQ6Dggx07XrzHGXXaXl8zvXBIKJE1P8J4Dl/nRlfmu6lClz51cUnCfxdNlE80eFZxD5Xz24OmhuVT7kUKcucUGH/Tt0ofR91pE7lLhmliAYBdWCXMKaMmHV5mNQKa0isrRUQJXsH6PlUi/ZLmoVko3FXmZ9Jryvwd4NGEW+0ly1WlI6OG6FaJa1A5CSZeIcQnwAZyKz3LaoS9qYOOTRdWW9W7W1cEPHP/kc78TyvEqAwNwmgI9NZVOGAAJ9oYL01itVLVLna0fBGLXOfjq4WHGVlVyai5PN5vZixCH35hbJ51u6Fpr5YY87Cm6CF39dFAHaGYMWrsevtcudTGyuboyv6/sYSQEGzQAiOzhAz5xQKu+qoh76AQYrp9+CqFGE4i9Y9dPjX1dOq5z8NPp/LRFzz0MdQZAVBnHlFFaX9l6X8pZ6a/TtOakPYbxTRk3M/iLfXcFvqid7CsUz8G5VMx9upww6agy+koAxL1eDhoFCrsKJS5xznd5yidPgsjUP1AvlZjRMN75RI+GvAFOyfrxCcMhgL3PCXym0QW4ITMZAyHDrNzRqisD414WS03E6Qx+T0NsGF4VJvu+wDg8g05oHUPAGdVPDEbwYNm3Z4+H3ACd/mrXd9ihPHnnPQHu4EMAvt9QFBC//MeNwM+I0xyFTla1eD5m1R7mpN1ZV2+g1Q3Ynk0rVtJ+FCOwr3rzRGnmc5+A/BLU82UDeRWqAYG+2tn0Y4456zsa5/HLxzoZkNEPyumwQE1j3P9m9qMPxqRx9offLTsmWihNybJwvdMtlMe6yZTCnxyP96Pbs3DTlJycNa8AqC6ufZh5nCXVurmftqr8ZQ1FxXs4vbOP5W+JPoy+V6L0J68suWewFHB+B5/HSgGDWcAuU0qBU/ZpxSmR/txAufi+ugr82f0mjUISmiFkXSABRdBtyQVwpjSSt4NkNAUxzMjxGvhpnaeo7d8QO6jESwKMY99r83HePtOcLk05C70UvAQAUNrB/zhgxTCq5TTMJ9a2rvQOaBh5wJjNPqK/+DqHsf+wrzx5hjc2RgsLcl6NlBxmofMc5PqJimrlYrBHK8SKGDtAjqEol8L21HEj0Wco8H3Zy+xti5eQNYOnqs0RGCCbDRJyYRPxi6UteaWZfOHN62fJT4XHiL8b/V9rxSsBSnXgkq6g1VvQSiY5R1+tAnq9aEDw80i9ywQGfG0sez+T/Ezsx7x3xlgMUCkIo2Cc5AfjpTyheBVv8C1NhsBX2EeYstKoUsJ5sygEeSWEeTGIt6LFK4Naos0ciFa+9rw82MzzVtL4fBS6ee/Oz83jRNlY51FA8jk+hyDwySDvL19VHwUmnhPvT7X+OJc6M2oak0/OVwBfc+Pv1PqOPSRGdmdp+pQZKDyuQJ1wQOX/POW3CKZ143I9JiOw8st7mwRaUWmzq1ARcCcTmg4t8oEMruCL+V2HRT6S2bugnE5ruCJ6WTmhTE/B2M11RWYrlOZ6n6DzrBSsgFaWHOU0jlaYJcqVhuI1PaJN3v+Y+6Dn04fR91pUgBAJMgCX6jlciXZXOCwjZVhaYVQ4KLeVHpxkTIpNeHp+rpca8FhXruWb4GN551kmTu8ZzAiqOSwRXG3mfJyF6r9HmTX2ADpgP8px6u5etCr/PVc2PE4p0BO09RPhAg6FQhNTbgfFO/1Yew8X9cj+Gr9uCe6mwABaWaRyE7yrjUZlNqDsgNj7Iu885BVjUEqsi3+XlQAAIABJREFUmtOlpYOI0HXdcLwRD0CcvEkjn1o84D61SD/qXcFHy+dc99FapR47H1cFlHqMsZguYQ6SG58uW8dbotfwtWkuVb5ZlCv4iRDLQv71MBmrrH1RFOP3XPYxGUaHjdge5uG+y/txRmkD/Md0eq6q52BmpCWGOFkeOLLz574qnK7Ng3XdUEJcCZHuzpa3ryaF3LVy+Cp05OanaLbJiQCW3KJaYs5j6OrdTGm0+hBfxTmRo8G9BWpumm+QvJO+L37tQ+UrQGVc19N5M04hjXbIeLESad8Fvro67ntNnZr87fGy/eq7vL6i8WtxGaX7BRa1H9YJd1bKY2+HGvs9XAOxp9VKc9ag19PD+OvdeOTfmU51jG0ujKzD3WtIegoUu8iNKuG4D/JsrtQkxfuHyptXRnAX+6TT9T7BkPXBM7wC6DLUP0yT8cEurkpCP9VJ+9tUtU19s1+guF68mHN4D6d3PgfVfe30YfS9EoWhZcAjnhODVmoK2S22PlxzaeUq86FnJkWkJO1c6YJmWTN/nrWakucyi10B0CB1fE57HeZyZugzwHsF5C48bB+VzdgdIubqBVKkDJDsJEDKfQS9br8VHO/v9o4UqdDDiFI3srIkAxgeVL+DTsgUpHkzVjbzOodZMa57qY4dV15jtc/242gCzjGsBLCxILbHL1Ma8bKpNQBtGKVqtVaM1c5lsQRj79Jqh0ftv6fF0yiHK+4A6LTvS1SMR21VI1xpAb/2YcTx/vE2W6wIOz9pglE2UCu44ENGVuApa9jfvT0Z8GhjfzsKO+grsrC+myVdkTIoR5m3iYVyumYpZ4xc+u0IK1f/WBYOOmiVQagoEum4a+oQVzmxM7qVT+jN8sDeiSAmsUpt46RRhmNHOaBFOb2y6ljbRqZ27t9Xv2cSIK936H0SEyfp9hl7JumqhxjVgdX9TlbmB+c5760x6TXi5bUxIVfCDfUIfmQVFge5QuEnKw+3etd32Y4ZT0InEQRvDWJ7fE0Pj33uuQeyTiJ1IWF9FcvIbOyw1kn919+9P5q1oSy+BXWZR4ZSjdPGNUmInakSXboa15HPesXceU3oCeDsZGNc6juWHr2M8+eKVnKU8luG76PSON3wT71aYk8VG/KkhdJbHp+rdx/0NdCH0fdaJP1rZZ5bLJNgk4XhVawVpyfYcnbtZRkAvbopcP6z8N1krZsHxUhdKwFWur5/L10/TbnGsdq2suT3fEWaCfI1Dlo4wTfAlsn8pkh3VzasqhrRobM+pt9RdtbxwCiXG8sOHvB5HHXuBovvW7L4bvDWY+Dr/YQMG2ZQnf1ZRLgB8ZEt7XOKNnR9Qi534uuSbtjkDGVCJVtZ7uMqPqV89u+dbsYTh0k026m5Luirb6FKeQ8fgHK9Q9wFZq1E7yKe7xHh6xzIpcePFo9j5qc+cZSq+ShqQ2B4Ap9vCQDX+XoLpwPgpozOBJsVwF2tuvSIQx+S5YfRgKOuXp/1gCoG+nlFCYAOlJTv3+R3Qi7CLHs8nIY8HY8JNLkV4ivDCpz4DCEwGesYZeFIUyRwXTAb326vBD/4BITyeH6cBKiGXwqOVpLRL4fQ+37VA4A02t1DYATxU1dHHo03+WRH9ypwjj98Dy+7fg45GbHC9bNNVkHTtXtsHA9+E49HJ7QqUm7E4BMbk43fbaRFvOQPbx/qv0nFfj3XQPQyXGj7RroIvMcamd7KqFvLlIxZjRUpb31C1tZ7hd6L1ENmpiaXcrE8v+bVwZQ92LiFAn5I3b4eqNdXEE+rj8FVORcdMlh4tU+QW3n/7n4a20Xenr5dI/XD6HtFGjORMF5JIb9aAxgk+RFWQhfwaSjscm0Ipr4hw0PFlZCJw7O7DnVQoXCVeIuFHtql4OAoDBChQxgMZEm2mh/CkNfRm5unjvnzcReg1UuyfjDBOkRzdaGJawhKoRU3K7vpwqgXHzIh3NanAQQDI6B9MFYHNWPXr9xwrCUQW+30VSXO9L6rHVYF9mGawPUIgV3dtkZdHLBNLpehzO4ZKS9HxT0QAZc37ybdPdtfHlMUSgBe7PAStYMCELCXUrW7w7xBEwJ2VzDLsa/g0kRJSoD3AvLWVNvgwgWoGEO9V5S+17Uw7oFx4qomYlKBr0QPEqjYypn/PtPlE0ABWBqTQyw3rBwnSBYJDRWXM4DfSzfepZdHhDspHHifok1MBYhLt2uBAPq58JeaEKgGINthQ75pTEqMz9Nku5R630/XnLxa27Led0OY4pfvAgK92UZ8xxqTgg6XipTc0KqumUdz/UweVDucx9M4a1o0EVnz27XMmWpUve6u+3kirNakJrPj/2yX/Ltyw39/tJra3hoRgXf8cyUb+FPap1J+zKHpDtzfxX52AInHiskPAHYnsLW7tN5Qj31GsePc9Bhf3A6WX5FD/v1sbqFuHKZ8EEpnmvRpB9PkRCUqGRAsMsL5jZhYLVyZcPmgr44+jL5Xo4Ygi1Ij5pyIw+QzRRVMe8OPmbfm4UBBShlyRaEu6qf/vGbsqWQlYYKlsq3fihwcnymIw5hxtyGFn5Q4XDzNRSiMo09l/4av+PCeGz7+m/Oe9veB5GSVgwvYbaBqes6R7ACDEK4JMNX3I01p+qE7dp1DKC8hkMtpOtTw9S7vgzXcGNkLHdM+RoAPG9UMeYiU6xx8POS1D7ni1+FdrjQA94+He8m4wnV4AZCILwHVFQT42rtQ6D5mTvA+jGFQ5N7FqL+HK1zl7jl87YoVSQ/bhwaaIa71mdspIZ6WcAC39fughP99708dj4wsOPoK6NXUC5yUBNc1rWGY5ymLPslF+zVjf54bGTRhYveIxuFSvgoMmeJpmWiRqLuEJ4K7Ebs7JEguuYHo8QC/7iBqyZNFBZxmW/LYyB6YGg4FW2+pMJE9okjLobZzTUbIlrzqoTni+sSJArzVQDm+Ui565pUSdrXMkDVa3ylPWhFPg/czAyJ2VQY3t5WAr6vhNGtduf81hZCMdmO9k27fbLZ5hqRFpvHMsqGv885y932Sl9nrAKzLuhpz13Ihn3ft3KfKvN2tfc2wKekuJxxSzxVJLMG1KKeBhpxYY4taSs5PSz3q/MyV3J/LPNc938g2Xs07JjufMaTOd3F657dLH0bfq5Exj4NdAyZ7FluR7xFp7maeyuWKH5D7Ezy1KnKHq5IbWuRCCIkjhnWVVi+0F0epvuXFjXJyYm2f33hmVzoIAD+VTwR5uEO6enpbhUEiAOII9ZXQHN99VitKTeXtVc1YoG6+WIcRGKhoDejuY8qrjkPI+gE2eZiDHQABXxV098m+nvIZEC7NPEs3iXvJX1Lf5A0UkjELwBQ3uhLMhGKLVeNcFeTVsZcgngmlp6UuYZD58CTXs0M1QH1x/cRB7jfV9VODMcYVGEcAalOQauPBJikU7BqbfCLR1+xmww3uBkjWbHb9BNX95dr1ebQGcil9OFQLO+35WQEwHoHO42d5L4Dtu+t7AclbQIBxFQlytjvk1wnYxFLKBgb3JFMI4Oe7XMEPeaa5ojQmpdyd8ayTUxAoPqXsB4YsCPdDS+V04OktOSYUqGUW4M4Nr0XbRxdoiRWp3Rxe6cFSy2Cuiu7iam1G8NKi51UP40oVyVW2smLGNyPySgTX+DR+d5d5HX0dY0Uyir3LvndZZWGJx1NmO4+nbFToMOx9GJHuc9c7IdkshY/JhTybs/5oq39SAq5W/96LPHCqo6rLAw4x1WOCDzvZMP9muUroaUqjXhHB8a08Bdv422xjRdOfjDdsoHgSKq7/Bf08BHYL5Trtr4/g1egqP1feFrnXNXVSxBOuM7LtlKLMzfBB75g+jL5Xo8ZskoKni+t19FRK+TXnCedwnSs7udCjmeDYq5CKNZWHyyQWBh5s3k+Sq02bct5FDnJJ2SNbLa6dgAL4DL+zLnzy4wCFzyRwBb75351CV8QrWJ7r9YEvvI8tDzzZ1ys3+6cCJ0PAZqHHD6uTu4xJXucwYiuqETmMwOgT7s4H/Om9B9UGXXgnOiDxwwqUw55FCYH2vxSAL0IA6XlU90CMcrBb8ui2BSAIhWk8MIZH1CU37TOk8so6n50ciQzYoeQlwtNhDwUCR+PBNamowxF2BFvwuPN3cf2sDfo16eK7IKmWwUwxGeIyjHPJ421DY9BcQD05XnMZZfkce7PGEBruoZn1mddtGT9yPHe9hF+1Yu7d/K7sk7VVPr8CIMwVdge2gapy2qo8NYXwh4APu3FwOLJleZ3SWTgRJnpU5PxdvLtNFdGW4vqn5lNc3AXB277nLrEw9StNpKm9S/ZyeTre57UPyMHHvGpxwnwqPO6vFzweL8+yEy/5nQ2GMR5y3qsC+SzgsvlQO0fLy9m5/QWE7StTl76DNvVYyoaRyvp3dY/sYecrIloa04m+u5JZz4vLddRxKVR2FzaSQ7Lqh/q9XEFEcok93QGUMTVfbr9Kf6rtHJeTeWBovY89fd8ufRh9r0ZkZPHepsL5O2LA6SDE3WKuYF1DA1GMBKbphubGBhWNhI3GzGpA4kjSj1RZUQrte+Ang2FWWkoS0NpRgbx2wg0ghd8vR5VFtHsxBK1dtv7pVbHDgMfe7nN4QqCf0hqzcrxC68aCuXiFdJcB6sJw8Uw9XTutNJTNQfOCtIrl40PogJXAOAbyblpc7HaUpkp1JurgxNrBDK26x60pSFoVfD7lSsn0pqPieO59a2VgxYgKOFa9On7vrnPw0PXah7mmC1MnMqpuout4TbOXd8xBaRg9pKFfmdgYmYErB2wtsgTJOrVAiVKCavEWyHErdFm48WPs6bNUgndz3PsogO+/NdSXEkLAB09lPJuACEApIRvU8yYOzHewvYA5y1/kQbnKQgOzhjyV2k78a9sHDxPJ8/KMJQrzT+W7uSzMkdaqwdPpwj1UZrYLHxbD7zKvuu8r1yuZx3nFqF/tkrLaZf/smYP83VaGxWccLdhpf/eu3/a9GJxcDm5Rj73cgPAOifBJUNZrOTaXbrBoMsLfLcJRmtVpNre4RBxF/R4GPesAxkBdnjv/0RvxXGy8ngLQ2K3GW5dqKefZ44VX/vbXR1ipL3DBWoM9bUr/g96GPoy+VyVncNp38kRKNVmNsWD6sFAWoLI8YiOpvYofs3CpIHivQOZy7mkWXxze6hOCLo9tyVMQBmjLmaRUvmKfY0UsBeuMHatyvv86h8DprQEThNRnQxDn/rY5VTfu0n0QGCsTB9WJ8jXwlifUhfaZ1NUJxaE7g3dNY0j1g2HYGHY1J+DrHHKPoJVxGgee5ma83klPP5UwlaOlNP7F2LdnylzmINNXYLF5Z8mVA3CMJxQQ/ZQKHd5PntinBDCbfYeFN6Mj+juer57fvU8yI6o96d+CtnvM+iRQBtDyzJ5OV0G4UeJhBQXiuBsmhU0eFypLG2Nm1KVZwRMjCfKG6yBPvhzNQ6BOwKSnhu2Js9XvXtdCaiNS9nL8/pFyS8Lv5KmYPPQrEDK13Dnlk3eWmjrwVxS39XC5zrAJv9MFPcHzme3DPC6svzr/O8Y/Jh6PYpguilMR1a8XUrhIH267zr/2p+jtdPJN06Hzf7Zh1f9YhInWRvLXe5cFnbK8sxPrRR0mZT9pb0qbn9XnMxKyEM572uWNfV/qeZZyLmX8Tt5FHkAZB3M+NaV++NUuPOOSrMuKepuxbLzGSiN9xalvv6fvFq77LtOH0fdqRCq93gSKDkbuJYHgchYxtX2L2POZZ8RDqViSfSZHiyC6LncqKiDEVlk28xzntZC6UpiGn7tKlLJKV4jp/hkgALBZbz/Jqp3wF2CA68RGZK9b+25GQAKBFIbSu0YNcKjlDeoydRBkLSafEXtH/KQtAXx/4+ikI8YExFva7josx9ev2/o2ZZkSjPhzayEFYtXE+kQidvTECAuebSx2zZPoSacQLtxjsix831oCNUBwqNdgAPE03NjoNqUbJ59qgEOxtnSAqgCE3fgYvNVUwa6fkwFdZEF+eJ/7d8wx3yFx+boE2QFfpToj2u+erBJmk83l/UTZaG+2wHPedyRNy/5cRD+mfAD1onFluVqC70xNF2/PYCpKGEwEDW08j8pZYVkWWbwwA6KudEow5p1/K60l0xNul/p7Jnf3PLKepdc9tj0neVb3CAvJYippXNmi8c4NRlW7CU3SjDjM+FIVu3YCiJ3unp/zpo8NGpdl76+l7W7EoxuY372cxvNRt7G/M36mLz1y5HT974ODxv4S5H5N10B0qmVau4HO4VokpIwtD1t8HoerMBxu8Z74KUMztvL43H9k0lEYQY6WgBZTV0lMWHBZOGiuEtaJojyZ2uKU5uneNFft9kHvlT6MvlchVyP2jY78HVzVT3tbEXE2zeKx2x0ak49obFxZOLcupjIaSHURWlBQV+6PKoIuna5ohhFF9bTVsbj43k/kU49HJyba9cd1vSudKNzYG7PAa6D4iCuiyd7LGaVaBzWBa0KfZt3zNMgz+t7DjjeHZ5adFu9ciZzklnbYSZFZ2l1/7iBzdXmqfct3Sgb4aq5SQOvle/awbChdus6ti+dj6bGLi0DpwA1vqbwaLhW1m2EzXMp33k0Z4ky4EO3kfE0wmy+3D2MBLVwn0tjTOOw9/vgUwOsSQy6lzxxXPdwIxCcg+h+vqb9joOV7wRAyJbOx3uR75Wi1YMjMWab4vW4sV0Le6DGuDi3xzNDz1cC4WiLjBY/TWA3Yy4dbeX42aONqwBgavnpGRlm00xnzXcrDyPLvkyxsuMw8rvR5S3cI/KCaLnPrClXmkJNo7TmXxetLewLDwAv3OZsEjL7TeDceH2Pnpng6KO+qdOOrH/JZ9haXs8tRp5xQqjXL9tgfxEPxJtfPHlba33kN7X1T6pwk54gbdSieOEAay/7Z0wTmA9EUddTHyCKdTOPBB2vZF8jjI+vEaeY1w8nXsui7kYVG2n1PL+fX61bdQmsdz/NzxO97Bu+ljz19b0sfRt+rU+zaoNOhtHPXBTUlcnlnkAeTWbBFnitFYarSZ0x5GUZquCwTP5+So3KvjNOVwO7EKtE1vGUQs7Ym4CVhs9dRfeUsXCPzXsIUhK4PWclfqlIqMwPRFIq7unTKY8oVu+scxr8Dis/wU0dyX5w05OOrfsc49CFmo23sgeq+qWet31xyTklb3yqFGPW7dZ2Dpd/A6iOUR7XfD1R4pnwGqihP2CUsXdCkKFivvQRvkmuXHfXuK4ga4DzHUHEJ1dxrVHczqTW1l0VKoadVdR9Dk7t37XWZ+u1rAHzdCMixne/jFVxeVJpBtdJzN4pilPBdfOKTLtZ+wXse33nWJ0PqfmN251XUWfTYWxZ8S++UjAF20xaLJ9Yq9S6CzLk0wUjPZ/ynaQsfZlDird1KMY+n6/d3kQCYJuG6c7NJ/81VD/5XHVQLwjUUIe/ttwFxn0hiZ5mZj2X7biQ1rn4I1oPCJ1Xjyggfr87vMRYAP505C0qNQpghrn2JkKePqtIboX8nPNAwRbRx5at1uPdMO9ng73rYESYj2JftBHl/NreJm4I8UkaSPv4qmkicNcaqo5qIV/JpfFH05izbgV5qjfFXebVu+WGaT9qWzPqDvgr6MPpei8LlrgGxGsg+7+CgCRcX9ddfomgv/z0XsqTmT4r7aBSxqt19OWeFPQnTbpAuBSjDaXvvrp5wR7ehv3MfhQCnzYbHqp8pfFHktBnNKruGNoAv3CzehOqK2dqDDVClcBNp+5zfiQn7MOT8X7nOQSI/tRWCNKqAsU/kM3w/j+i4V08k42W7yHRk88phqFdhtHUHPoknqqe/zayHgZqGX1FhfeXAVj/v4QefxX+UspwMECuk7aeehWEeIZXOA5JxNYCt4DvMi2sf7J0f0X3QyuQ47Mf7KV3BoH4vo+XWjoEvR72Ha213/XQgEbnN4KYcfd/B5nvW6s0gAjDLMgrTgVbIKKXQHWhxiillL6+BoCU1UXfJto6T7Ks8et1Gi8sgZyZnLFs1iD6Od2lM0Fq0lcfiqRZ+8polv9L1ETZ2RcT2+SHfcaueJ+XB5ZSQy3MvPTKOQuCGvImJyEnLUd/RBdKD3cSa3etu9YbiEIQBqHZ/qsvDw1fe1X9rXueiGLJY3EE0+0FCJ3iZfPKGuMp1TDQZuX5awQ/NiboxOsnVN/SNt0n2Xd7zyjycPG6NVFpvlgUSbZy/V6t/98nnt6MuG2bMUuu4qMtq9nY52b7CQ9N0XQ1BAMMnrGfZbLFkl8r4fcYqoY0h0VYjKwvxrVj9dKq61jjTc3YLfYQU+i7u6Xu03N8d+jD6XosYc4DED/PvzekSZnQJcMAAu8HmFv1e4ZwljKJtzYDOPPSejDrRblz0uFmL/V4jNkrcuqL9Y5466zJBGBiuvEU+Q+MADQHiKgQqE7dVF4Z0f5+DG2+jobjPfDcJ71tkafOMutIgaRpj5MPXOwjEXFn7fj8vyzD0qG+VDF66j26qOhKHev1aSVo9rh1rVrPYvOL6tNnDdGV5hDrEuUqf02Y3uXhme/UMy4HBku/jAwzEEjQeYJWAt3GCA8YRp57ipzQe+wl/OTIzdH4KAT8WTr3fKm99fUSeFbv+TcYo8bp8ynZwCdQMLKBeAwHYxMpJ0C2vcxgG35kT+wCAk86SMXOC3rkNNoCT1Hcx1rhP3RCaazPGmY23wi956mQ0jclKN5ZCFlF6mYSOe12pTdMt9DHe3MmbWo/GDzx6qW19Is3rHnHDIOMrcDz+eI+Im6v4ancIzjyOIZN5xLGbMcb7PuET/O79QVdKCJUv69quiCD+T0SQJgXHnPh+KwuY+orQla5+rzSXV7dvdkRG2aXXwIIPl+E49AobeZ4sKHqvVu+O3EZh3Co0JkxfTVixqAfGcVNRl+W/l079cO98S/pmjT4R+c0A/gkAPwrg1wH4SwH8IoA/DOCnAfxuVf3ei2U4W2QXAXERuAuFBB3M6HO4e4gFPxuTmX6keRIqL4KvK40VoLqnDNfv1wpVTFnmikUemiMU5wDwPTsKWcZvEeBMgNVB0o5yrxqQgKu+u5mGhQ310MBngqRurArKFJ0cKK5nGHVTCMlwc/86YSuZts/HZ+hxWrt4/uwuqcs6dUeg/vYpCuJp1zmk1jrPrNP1EdTrobkyENJRJ/u8H/pzngbehEfEbB6wCdHdS/PtWZ6MMKtj4J3a/h9F0d2jZN1lrPVPuH7V1qhl2AGb90jdIOA3rdx9vPWVUfuUTUtEboOhAZGSRL0GAvA7N9N7nsdr9o22KyJ8hR4QyCng0zwTOIrZKoOnU0IRCJUj3g3XxCg8fEWoTtQdvrg13tkYTFlJo1qq21g5Mv5sYHKlrh4YUjOcns1b0NtV5kKPXG2xlwEfprHi8T4uqrb09lTix/kU5Mrv3KcLIw2ZRmpD538Lq0CfCGJnwwn096c7F0QaQ5VDvpZrINa002GzLugYh1+t6r8w4Fx/X5Rhdr1kw8xxlVCeXb5lStLyK/nE2LZx2zy7lMoCMwijbE+bmf2gN6Rv1ugD8HcA+KcA/AKGoffHAfzlAP42AH8LgN8mIn+Pqv7yi+VILp6h0oWAWVneeABMfTHcNV/n4JS4RFq5n0q9EleVMjA0hfA5/Sy3uOAyF08/Xj8jfoLXU9k9Ima7MscOFLqSeNw80fgh5mJRDXeHUgM0jGb+DMR+Hj42xI2K7A+xeoRhF4MtQYirlQQm3o4SM+wKa4tpb00CCKbZbsh4a2PuaYbhFcXJp9Ec67FUR9zFahAQ7ZTtJRTP8wXy/jWv8+G60jMKnS/4hLIK7SviAsRJj+H2ae03HQN/kmtYPyiCahmuX0p1WTYedeCMwvcmz9dFzVkR6K3Bg7i8uuMaCAdSkyHpv91YIyMs+CmkEBIcjjRONVf1if8BHzgqczz4BFe57iFbotZPZ3YscqOS8xnf17oeGTmm7ltVR5PV9yi6fQnCIzbU1Wij3CBwwt3QuV41bQ0eV/IOCX70eDr6IXhNiOdcLrU0vTzO7wOAu6tq6htVT4NBfBonuU+UDviyCmU5efLKn+VpxXXMsvEn2PVDuJhSvb5mI9DpppywUKWtawSkQS/0ez4MpkbU6Wn8YkOtXL1EcjvG1L351d7jcFWnkFtoCXxbHwwp8vYrfV+35noefctG3x8A8AdU9Y/wQxH51QD+KwB/F4B/HMDvfvmsK9hKw+9eg4+EcmHsWTx096Pb1POdZ7Zj1ihRTcZ7yAC0srVltTBeqBa7uLmG4sGbu6c1bhg8pozFpFXs4wgfIks97TFr4sVRxQXQPShGbE8Hn6KZQtw+zAh0Czt1b14GnGUeCkeAeiUFTkA+QXAiT/sE8jRIvwvO+wKUnz2bDIDWDuhuhHU8Zn+2NSJFgBAPvYISgN45rGqAAc4YUF3RfQAl3adSSZbxJ8BRQKPXXvPw1BjvioBoYqDL2Kq4fopamrbCVw4OAXz/kti7aM+y0pSgTgxY8r7EqW+37l75bHb1+npBno/AtTHSjCCSL7fTnO2pMSFToSSv1slZwVQf949fA5HvCmf6dTUqGO6ifFXE+O1GTBaV9y+64aNhTJXKSq0lP2fJUSZkevNPRtc1MShfrcNWd08GsbkaoqaTjpB/zedF7AoHLz+loQrb+zca4yCeUYx3kLreDj2HMR+KQEOGOM97DiP7kUZID9XI2/ehl7q38eorNnxZPZ96nDJtZ8CQrp/oa74G4hbtpgV39SG5MSmvnQyReJcxrsIt3kdxGmahWVyhvsy+nsdOPSNstbKXeOWDvg76Zo2+buzR8z8mIv8ygP8Aw/B7YaPPOZJZCQuZsYQMRATKgvfZl7vn9xyudK4+SCi0mUH2077LrfGqTPeWdwW8FemDJHlvu913lKtpZiSJr5RocfccJ156Pwn0PKuMnbplLvPSU64UnQT7Qpi6CD7PBEYDtHgBzur65SDM3g0hfUD1swGCw4wCkHvuZ5t0ODDcQ62CDNhkNnZuUa07qxVLOxQP79DkNRClAAAgAElEQVTs7Wdtb/3zGGV73X+dQ93bc18uu/ZgMGtGFvVpKFM3AtSNJmsJsQvf27uRZO7hJJ+B6DM3GBlYj0709GdXtOpCVo27COeurMtB3SZf1nD/3dPsyj5+1UD3XgORKXpvjT7X6NuRBu/HOXFGdvbl1JJP3VNKeoBA2Qksr4/IaxvaO0i6nxbXfZiLp5VQs4VGJSpAjLpr7ld0XudJhpNGB+2gA7AyGx4jb8v1CCS9G7IBIR89Ju/UdhUb7WSlLgk1PSugitvE03C3HaOhmFjiB25xyxIQj8N7AN7fHeaBsGwAfPIPmQJy/x/JAhfvG/fAbK/Vc0W9amoVTNrf9TrS10OJN5K4P3q96PfyMJgmX4vs5efAs6+IcMqZR0pf6XvvtVrG3KmankmjKnInxFToO7ic/Vu2Ur9Zo+8G+aj8pZdLsht7pmyYxdhPm8LshSQxtFbhU2frnmr4zYYIA/gUEksraEnXIVdv70mX1xgsfLjSgn6LyUM/Ct1dehgwlVSyl1hQLoukrRzr/W8l+BWRQpDS2tkHFQCa+wa7dgntDImVIv7tRiKQfvqWo10XkLk/Rrfsfj+1sD2lMng6zxfOAywNBZj7kNbjqo7rp4ETnoQo6zkiyJXHkQ3vFerLmbt3CiGjuhtoGka8xh2Vnff9/jnKL9yLR35r188LAEggdX6Hi/fvk7Lf5v0wFczZn9UM+CKGS4liIpc0TBah8vEgH8O+wu/8n+B78K279wmZF87Lvlev94Wn64acjbUUIHBzyMsyDJuDatrqIBQVOfZrzqwXmft2xJL+mof7euoVzfJglr8ss7rnAWtGlrGqalsL2DgyowvVDOo9kgab0gvPw4301PpDoCBkXPKwwnm+6ElBFdQKF5ax8pzy4Gx9xlTlD5eztmXvkS6bvg7ZUInkbntysz7Nc2IfvBtm2Z69L3KqohtyrX+KXUmD+dKLYTVCP+hrow+jr5GI/ACA32k///MXzyA0wvjDgD7d6bAAEVNJUZjOUaDxZd939AIFb7nz3oDx/h6QnA4EDVSWmaKnGKe1NAGUocPIi5WrMw53ceE4TrrMYgCfcZ6SgEruKVETvjo/u4/2AlcgMeuvVkXf7zfyXF3n4OCDjBF3c8WBON5bszUCsGkaSRWk7MDWxi2oPSlGkQLC+10idM3Dwz11PPtVGBJtcywNP85/58xzmQ/B+bJqVEBYDii6iAFyGEBXBTRPUVWhVUp7N5K0FDVXAsTXSeKKDyWlnrw6Vhc00hyl5kNi2pUUvKo/AYOwQFtLZIsCzPFfE8irUy7jSf6Fv2vNEc8XY9n7p6RLuD5kmI33k8eUqj1B/LaOt3Lk3h21g2LGAp+PAy6WyzdNPg+385FzsrOUf0NcD3kagcoQSHfDNFIkjJLUd8ixKxEz0+xyoOuNDVXTYsfHQuWjNogeZkM0DT8g1a27Sh8hk8VO5cxJv/SP0bSJlfbkWtGGy2jujDxch4SR7zyv6V7qXgxWYtgewDDZFPCVxrpalK6qIfN8VZJkQbZfHvQzGRDf3DUQK8ry1vHbQ/R6UVtOInRl3OnFs14SzCVxOcH9KBRy2spBBiHYmEQJd07P93S+gz193zJ980afiPzVAH4CQ3L9agC/BcD3A/g9AP7DB9L52c2r32QhKHB+XYq3mwYfJ9QMv0i1h8Pm3aOUJU5oyy56t8rOIr6VN5YvpKR9nwJwBdLdzCh9V4JyArSSFYqHJGN2wZmA5Wbb3W8kxCwwKixORUvPhVrA7S9zzxmrPimg8xCRBP9ugA7XjzP0S3EbggyQF2RinK564LIv6xTA1GuQNeHWS5cQYN23aXC5wXo3S9xBbkAmKF2EARloTyRZjcUAjQRKldtC6TRVFBC/fudArxoY7k7qKzfeJbFqAXLpJKMeBNQB7r0s31Jq9b7cGoGczvOl0VvQxozLtzHQ+9hh188uuxeZgMeK5Sq9zYxv3aaj1WSPp3ZFRIB6Ad3ZPl8DERMjEJCvKZUFIWc8LMBpWu24oAIAn8fokT6mLD/NOHxFxI7uXsW7ycNi7ZW8UwvOU5tniZOjYYRh589hcHt7cVncAJQ0utRrdMToCL6NMDElFy0wyvAJaWSO9EsapDxGOnzpdzNSmizg9pvXTbtObJxR3F49yEouVP65z6x/z7TTKS5/1zpvjkC4aJna7bzz1xx+xmv3pVkxHJCj+oO+BvrmjT4MQ+8fac9+EsBP6Ev4lj1KDJhna3ARYc9udR3xucQCnGebOuS51/CZlf4+zGNl7Iqx2Hzx2NyTiuLmS66lrHbkvjoHI6t9X9w2121er3qYw8vyu82qSbZxbs3wcrEhewC8QhMneCk3BAKECr+z/S1yTnt1uKzNQ7CAwLkmnWpau1Xjp13fcJErHWAw7iWcy0hn8d05nmFpbnQ0qoI1OD5aNVxt65gYv44IXUe1gt36sIiJ9kYpnTXxefzjj7iVQY/nFLpcQBgYe6qyY71P5v2Slj5Zc2u6b/VXa1nnY98NgjAf6BoWCT61sOHeCVvNG7JpGFC5clUmFdy4ipU+XtU2Q09GfiMuuXXGvmfWAWQscZrkak5byGh10lbEuF3EV5nG73NxRcSXGRpdHs7GyfqdFPk3yliNPz9tl91Du4zwmxzrdGdOYfbDXFx6pLx0WeCTlJl7lzuAn+DLtNCbxX/V3nYbzusHwSwpF9KCG6uESzxQ8cTXfQ1EpxmPrWRIj9TDG22NwZX83BmiWr4vJyqLtwgneYXddqTQd3FP37dron61Rp+I/D4Af+2D0f5hVf0f+IGq/sxITj5h3Nf32wD8LgA/JiK/VVX/93sSVtUf2ZTzZwH8cDGGgid5hcyYLnSLoCoYVjolBy9Be3Y1a/MSA55XIJohMOV4794KJbDIdX0EBLLh19IuwaxH/JRLAzk+0+qzqpCmCIEwQFYyl/dZPbJCVcX6LUOjt6XV10/nJMPLJ39dKSN+p5J3UZ+z0fSuNGQ1NFIXzf3U75F7rH6bWqsbbC8JArToVD58JeFXffKyNINIwFc3T9sPZHU3/B8r6+4Wq5iOiHeQn25ruSqgSAQee/4BKD4FjIQbCYUXZxmTQHFj+AE0UPZ9tzb+3jv1EdJN2fY9ZANQrk6oARYSuqXPoKkfcCRd9o1fOYHhqaQh2fmXzYEw1ko+Rwb336VbT1sJRAyw1epNAX9SNYgsx5zHu0euPo1Xyxa3JsNSAjiXVPC6u+pBkNekZJWSxz2uGm9KDJEjvTyK/aXjIB7acz0gw3DBZNdP3vvn/Z8yRcvVD37CtcYJwORuH/6sko0UK8dX18B8XANxD13LkF2kzvv8o18RcZ37St+V9z4Ouf2ngF+T7P526as1+gD8VQB+6ME437d7oeNIoZ8H8K+JyM8D+E8A/FsA/v6nFvA+UhJlciHTHHDfIBbKkdZKWD6FQXvBOM0N8CvxbuU5gyWGKo+Vc+Hqqd1QIyWlrgyrgvH9fzKBtLMZPYIZBNwuqbfYyNkAwLK+64Fx8sl/pOzTzcvdOY80FNTa1JR4nsiX973Fu9Ew8NUHbUe2894PBkj7S1ufZvBZdss22NHVXp5MzyGTP5cF2CNj9s7y5+okpaI5jnhGNUFbLf1w0SXgZkaekCE2QJ4GuM6rHrzPvC/cuPXVIgJuQBz7noDW8uiunwQi64jcHf6C1mUkn0pdfRTXdr/fvft9kLdMnShalH+y+Wqb9FaIVTj/bckW/kOOCgWqW9/yGogxxsZl4/7uKOPQ7dSsTUpkv2A+LEPNNN19elBNk3US28Euw9KFklcBj+ApviKizyu4jNjL3qvx5HIzDbGZGJKncRRvbUXP+S21I62mxsqq6/TRfm6s8dUuorzWZRwqJ7Uh7FoIHyd0cI+Arnrxuqe+4KsfQn/EPsTMr8gCgORB7v2V+M3nnuaoybLxOGfruHVkoe/yNRBzmWcZch2+RnTDvAfdYS+XK7ex2az7nmbkKd7D6Z3fLn21Rp+q/ugXTP73A/gzAP5eEfkLVfXZp3jeAgGpnymcKur9cI8INlfOCSwr0nipWRlXeseibA5Bbi3nX5XlqU6qK5CuxRAubikKSLi3CV31AKi7dpoRVFebItSN+uV7Jbev+3ozQdCIszJI7DjlcO9SeidQ/RwgcegGm6HVM49wj/17GnMHvv9GYGHJOhEBTnwu7bu67mBAgEdmHp8+Pkfxz6i6OvgKMLaLZW14fiZwWdv5jPHS+2BV/hl4rj0eyYWrhc20qoUQR7TD8TaBOaGxpQ6/LB9R8P4f3pSvLV7Jj0EfH/W+7CeWc/7ZeKU3zLaru6vR17MOWF1pdwBOqWtXstNHWrZpjEGx59onmuxk1vHL/o1rIIYngD0Jd/WzjbWTXCp9HNNqUrvqAZLlSzfwE7bNMH+D8xDwfX/9SoiovfOglfPMYAgjJdzQa9uN+tmvYhAC4yqJrNt45jVcjdsdXY1OMeOUZeNCIPg78TLImMSxceN6aPQ169pohZiIC37U8jbKks+wMAIR+UU4mghKWZDx0OQjt0qRLZRv1ZeLMX9TNkj7mybSd41W0u6uCdOY9Kf4W93XsdmVjvQyZbs/cr3RB70P+mqNvi9Jqqoi8qcw3D1/AMAfe3aaS+NDpjCAC3gYb2lRDkkXzM+uGC1OzsY/1/BbG3hzmPuU51yWGu/pM/4ck1CAAKVV/bf691R2DnpEcz8dl4yV4ir/3dPe++t2WBnMrGCrsh0zt2dATS/4ADd+X98YG8WElDStq6tnvovDBwAyDnstTmq7+2jtrjW3xZV7Z4CRim1gxbfZez+JlfZEtr6bDl7g1csAPqXlVjVaGI2bkMu6j9R55SzTG3Wcj4H3apTzgGOse3oJPsdEQF3VSZOWj9fv7yY55HkowuU08+Ny7sZ4qQCWnTiF9fe3wr4lpfzjq2Hqe6MC0Hr8CNR6Id15R2ihdJw3eeXHf/PEFbt+VkPIXfjVTpIVuNxo10DQFRIlzSmPkaZYmqPauU9vkvEkrst+YentyvGsLZpBUr0Q8jmHqfTIeGI913W0onpe1JjFLVJ8z5/L2FFX8TSIPyqeoHzpfkSvVcaS0lbp0VD5s+c3VparoMq0OBdlwYkwUiXHKzKH1m+9/XbyoPP7zCPvXy48ncok3iRPOu3kywpPYvOs81bTycs09qRwXfy29Bzk+7XTh9G3IBH5jQB+LYA/DeBPvHDq7XcD7a76lkhwJ8iYid1qaQCggciMd8fw71Ol23KtyvQEoctoc0rjUePP25SVFLWNUOsFntDyQilbUQfd3EdXbbhSSL1GWvomFfqj6bZ5OAfhesSR7XFqqG3259U9OFAjo3i8kkzV9ny4i1Ivol8jwE6yteYz8bBioOGwbg3kenNkueP3ZLCpVYEMIXK37PUYgM1XEjgtL+EqXhRoafjNvxegNng1692N0fkYeLHqueufufL2qx68AqI45JO9UkBPcy+r8URHPQ4rrEIB2zvk7RBDg3isGsZd9rR+lPasjKkKOir3VK5Zpv3mlGX3lqlvFuXV9kXqS6F3aW6kUR/pKxCHsUDNIGctoQAOcv1MI238766OmWbKDdlcAzHSzD2AlubZ0hSNrABJI5DqXHw8NvIm33XX+HQJTL6KlskWKEvvj+oWT8tz1rmPlx4G1VBP4JzeAX5tisvmQ8jVWWW4dMqsUfx6lxHNdqir2oE/VE9Ru1oC8H2/6Ybr5fDrI2pc77oyGQhgXI1k6Yd+PWwo0IRhlNoO8gG7fjbcEFmzMuYvgiqFUw/2cr8/2fAcWvs/bWUK08qFdrNqW9tZF+8/6Gujb9boE5F/FsDvU9U/0p7/EIDfizHK/z3b6/ciVMG8VJDKZQgBRwr15qoBpbt8V8NVZXHBxGQ43i5HV6z30sJ44plCpAPc09w4Mu7WzcqCJZAv5lM5jjxSLHu/7hGE+7LXHnokTacZ9MZBH24IQFBXDn0W2sGc7/+j1o5uH2zgl7avVoxV8/dk3KxKTG6uq/qwAuMTPLerYwyCJt/KdR6GdutF6IX8Qmy0vmY+mhP3Ms77A+dCuwdbab+WZvRuMwDTDU9zlS0SI96Wcgxi5DLSzHsAVWu7z/EyZpliEKC7fsrUt6tx3WVW79xomAXNYK+n/n5JoZu+noP2NulAbyXDua3Vuij7ink3b2Wwp1rbcR6+Z0xU+EoUAHLTVL8ZJiLzPtCRR62NsLunujHEbok7GU32BZWTtxRUyXigjO9CzzUKrnVpOdiKxrSQXgojKtot5YK4MdXsMF/h5T19w8iPjI09V/p5pHdIPstJwH59hPEqucRKSYnljeQLPro16svjIQI2De+ygcuaYakxUWnlFv7cvv0a6AGZ0uJdMHuGWdKj7aq4vd3nNejr0BJfgr5Zow/APwngXxKRPwjgf8MYvb8ewN+IMQX13wL48dcu1EoU7kJNYKkrnVgx8/R4BWYGsNdkYZbC4cKQehFF2srw5HTmDeZzMW3WWAm0XlThNCB8jyvfU8t8P60U5vjuF7XX7jvj3Qjbr3Mwxa30zsDASJVn9Bvo2hZ7NzHRaV/3q6a+qxcmH6uRz4lVXzqwtJEj895V32dVTJDpHr7bJeuus2wwdodiPwZ+GKRVXlDOBCbNrQ/zkNfoW4/NSvloAG020gpP9abT00BnL7+W8lXyceZpptGZ7/egnUY9hb133L0WcXvUe9OWdLk/h+tZa+/f8goIAKcSKG8TkRCcEXbIQUzum776zXvWEO6IfA1ElKldA8HXTvAVMXWS5HMYPJ50TE6AXRzdJZ0NwTQQ+Kqd5FZuPXJtfRF9dY8uBaZxjuQjNlOkGDpnkwskmyjVJJYBJjei1RgXzBzay7lqHfYsuNT5yyFrV1k01nxINgCY5QNamN7f361rIJK4B+e22I/tG4r7sqkW/fFB75q+ZaPvJwD8fQB+FMCPAfiLAfwpAP8lgP8IwL+vL+p8XIXQmlGU3kgNtp3t3QnGpzDhIl5xE+WgvTw9HS/bPcbfRkm21b7Lct5FbPjtymFdzpd3KxBuS5GCzYI6Zlk13SKXW7B1TZvQvV+K4gX4Wg0vI5/QWDfpC3Up78ZqDkhK3wXIO6EE1aRoK0alDv1Ql3xXoSqX8UsSGU06ru3oNky0C8/QlzAWD6t+P8lNlFNdEx8kU/cDZVuUY+CpH0c8vuqBQVmWW+ldelN7X/o9byfkMh7Ls07WTnKkrGieDVyHeS7+qOlEAboRtx8f3lKP7jt5fapjv/LNgpb7/0YKLSCqGWHPxPhKWxsXw47fnPnE+V9qiEr3XANxRpDeQ+plm/LwCY4M7QdNddfWJHbh9HqyvOH0h+t6vlnJrkx3Jndsv234pefC3gDEMp2OIXzvrZXaeDP4P1IVjNN/jefMWA/9RfyUMkpCDtQTWL0dK/8LvYKM1lybo66MniMbmP+jUS2ba9nQTd7vvtHSdesdMoZpiTNGihQIt8Z8Jvdxeudb0jdr9KnqTwP46dfL8cpoIaVW3gjIv26RJgvRKwMr3/n61eyed48AaGEuDT8u30Ual2HnOKaWKM6jwtoFfpv5oj1+DlJ8f5pAY1/CaGpSGqywit6WUHw9n8edTe5pY5n6gw0CAWL/GgDCZTnGROx+LTlS1boCVQYXZAqGQjgKJhd7tq7DPQBq5oYvRtOqtYaL2Ty+T1q56/VzgNtnqZP/0ki+VSQpn5kOw748ACJJsb7qAQb0Euz4VQ8KKa5fPvbFL8+mFRRBphlPDIiPsUPyRJinGHDkKrps2wvAqv+lfbnEGd5etX2upn3eA7khUg36q8DM91cyl2vej8/Pn8JtLBUshgZRxutmSEY/P+8aiGGImEyi6o8h2k4bbe/ZDtmabXQFjXi6MZya+3u8qm3nz7hdZsPzuu/YXZxXTGd3T5eFI7nci4eQRcnvEvyuamc1m2HHrp9+IJkLbb4Uobpp+t4/jTzD2ITLSFp3JW+FoUV1ThNArPT6qcFmAPKVMF02uNaJhli2bxsEWehG91wD8d2lKmMYp9yqvxLk6Jij9fEHvUv6Zo2+t6WmAYXfsIJ2wbxKY8WcC8W/cH2Y94A8g1lXGyoayKrpD1DQEnkgw5cQLF3QeRkYhoxy5gEBdhT6ArRr6b8s4zggg4ytYhDdU6PF0z5r3cPGezZY2Brl3Oz0u1YnPT9nXENicaiAUApx7Lsgj3oXQxh+uAIbDNfHO8+g6T7le7038EES/lCou8KBDTHPM/fCUWlIoS6ur3BXzAfdget+oMyLYZCXLWvAACnHoUDaVQ+0/wdsAJrZHdc56AT6Ml1bIVjsG8q9QDR2tYeKNy3+DRA9Ibdb42DnpPb+iPnhptvhUg4DyfuKrHsefOJU7lArY76PIaD0gwp8A9+pPk5f4hqIUb7hFWpl0WwVHxv9Pkx3VY+78kiP5kSfGzBsyHjz1farWs3rfRaJuqd7eVzIoabuWa4lrrrbD4lJ13PtycankGXLI2EYSa0sEw9nXB4P875EJ0U5FEh10RL1ABtLHNP+P58FoJJkLl363TICKVgrS/2r62DfQWLJVz0NdsRAoWOOezJUvIfTOx8q83eMPoy+VyM2fpqhEY8a2OLQW6XOae+y7oYXFr/vLf/m+c1Vvx6H6amG3GPAeVUOUmf2iOuR8N1VTF0RXBXpApRu4uxrvmuXe9pKC3iDsIJUM8rcveagfSJC4MxAhgB55PxoMXWgAgHsdNC+Jy3Typa8Hql7l85x79a+3gM83jcGsxXmvXj70LnnDwDyEud0wSz7bDaAfQRxd082mh8jdvvsoI1XknNVcoCp9VUPCZDTKFBaZWmHq6uWZnbuyP7jcXshe1imtXrU/UYdNDawyKUr7ugLWbuhet4sp38b2n9ZynYF9c+WLvf+OflkDMP05NDc/6d5U3gYITUNlVz14gm0ukuRV6P310Aw7/drIGIE0B12AnM/lMyfxyjzZt67WkGukIzi5mNX950b85cZFQvjDckH/qvv+etXPaTcpbaChoyUwu/U98H/Lk89P76jNEs1jFQuc+U5dtEMg9IgT82/8Vxs4pySjAOr1ty54vmdPEB7v+vRns5byoMvT7zF4qa8aTE/6P3Th9H3auQqhwyIJTPNQNFBugM3FKDYwdQqawNCN/HLxsjITT8XcXaG376O6+fdaGIQ5ylWIPR0IZx9UtxGyLCrStGfgfqhKoQZTr2Egni0jpoF5T0TVJxR6zH9ftpqH8dN40Qw3LNs7I5bngEc5oqluadRFSrjcBcH/6oHlaq7Is4kXEh+Ho1+Fe+aqBfL01WqK0NQTgJBYeSeUTau61jJqE5NmSaNqSes/M3HwK+A23h8FEN8d9WDApoueCrjLjV4/0JxqIxj3xdHvadN4GPDXYNHfAagAVb78e5uMNtg4uPd6xoCr6A6X6xkJfL5NKvb+Wmk0XtgHhlvZQBmfdL46+8WtJwo1PbJz9nZK5OvrJdpjhVePiVz9I1AjFfGHjlOYMiEp10DoWRYuMEXm9KU8+uG7xjfvT9zNbAbBsmPOo2dSnVF83kU5dF5D+/IofNEGlVc3n7Vw5BXNRUFcITBPPjp8NFFrp/J/wedzjrSDjfM0lbjn+Mb9iIQbzAvWxj2bcuJtP2chF/KCqXXlXp2dhPnNpTyQcoQ9UvXQow3Oi+9hTx4LapHeOXT/PsUeh+nd3679GH0vSo5uywMm0W4biKuw96bNYN6F8egZytg0OKHUF+V98rwu7uQD4Z9CaGbin+94tNnBL2O/nOe/yT1dbN0s0vjLm//mgpwn7i0r5R+lDkf7Fe63DAhU5Zn2jXgF6VkM7+R92lpIFyxvsxJp7hj3NW2lvI8v5W9JIs0x4y5LNr/BB9skxzHs+Q1Eu+Lekq79GPgd33poJrzjLFP76B5+E+8M+QvyruvgHHVw0inniBKYC8awR3sPGUC2mXZUMtwnSHWVRtt5FhfTb3G8aUWHOnRnbhfkhaS4SJwnfCZU1kA49JI1FcxYNNIyWBpiIwJIVsBCrue96D2vrr/Ggh3DeXVpTFXMOcXRgMbp5MsYv5PidZXAfvAGc3qvNDb9qnkq2b7BMnsAfcXT6rlPJ/VXW0CSFznSBh16/Sz/Tv/O/V9ekWmFNfPKg3nq2VCuyzSpT7s93wQn8bkI73O48pW2zhW8sdl4EpAdHzwvuTBaxJr+w/6+ujD6HtzcgA/w5tV0CVQAj2/jWiC2O1ihhG7dHaMzhL3OYbfW5CDlaqcskkSpKgpoFC75fjzVEMeuZ5j11ctboG2BqqACwB3iyg332Aj+W5c3stXNvCqFY0RO+gFZNxxM7lCGKuCOQ6E8yrHnfZVq17dNDz3wa7H/Gq2ckd9KoTbjd03gd1+P9/3lvv9uP/H76zIU6522JU8Sx2QtdTFYcr1VQ9HS4PL3tw8l1c9UN1IpigW/LXjgC4KN6uhXqeMsjD4Vnms/PlucuNuJfA2F39J0lbPSyDWwexyrD3g+rlNzsYKNzPv8TozLTTDKu2AM9IJeSOsrySugcgJGur1lt9IvMvglSzqtfbvPi24512mcq3Cwzy9kPvLUOzzMvf8br9fxPN3Tff7leweFpQHT2d2LUfO7yj9FzRLAE+78m/nq0kgNP1loSjKwmxc5MGhOPJKPnTqJmA/kfq7T1X2PBDvPezp+4bpw+h7A+rgfzzshpI2YQXcd5Knf78yznZMuhbSGdU18h1A53IP4ssQK7wvn9oKIJtCL/toVvF6rPndckws03gqUb8LMJCXn6Dm784oS8TS3L83whyxj8yrnjOqQLaToMIrQW3DPWCaSSdAyb8CjCwmG7JM8zHyt6kqJy6mND4q78JNi9pRMlRNp+ZQq/BYn6+PgZ9CLUvg7mQqkottVphY/RB3q9MHrnqQ8sHFEnPvSpOi8wDzFfFZB3uoO/IqLU6pLJE9XZa2940PB5H6YLwvQyxH6rMtlfbkNuLVXn/nPZNXkwANrCulU/h1ynz/PtwAACAASURBVLh8V1o17yaBuynKVEaqqdLHYj/c5KarK7dTf9UNAZChy3WvdenTIS27J5Di3tV/nrzt608sEwY7n/VdlDH38OaafO7UFaBdj4F0xfY93ZR/ehV4e1bDMtKWulkjr5I4aFhVs5bXYufxxXpmxZsrU3DoNc9taQDemBzidrkK992k++s5+vLtjb71po5vgz6MvlellSDov6twlP4qtVMDuLvv/JiAUxHwXSBfpHHzXaOXMP6KYcWN8NJClVUc4xYGMlVxjJU/5F1o5UCKW2Ycw7PdOLhMYPE4gTOvLM2gmJSeu+34nwBD+T1dos6wEUcsAkF0mucACKms9aTLxIXLwoDgVoVrDWIVELrCehSvN9a9Y7uDitbvHLrt9xvfcva3unGC0hnpRp8p19PD3j/O18fA11WKaBHCM26oxpENArLqdIyRcKs7o65CrsZjckDBVz24MZn5u8tobV8BwmW27v1z5vLykCGtWd8Ouip/rcAh8tnk3rVr3fU4mlx2b8b7ssRA9y4XrIm1du3VIyQA90mCWL278EjwbcHRR1r7bZWXu36OIXlUj11PgkWvwg8Rbqcr0xRVSdPT61e3o+3VbQZdT9N5elLcj9MjKpMNrjmdlAM+CTLqTZqO+Uxtf59K4dU0j6xPJPfX+lr+2KdHG1NKgfoVMHXVsMgGdkWHT+hZWaMuxFmt/IxvQMZz1QZSfuV3LrQPrC4bZlmw4jVdhv2gD3o7+jD6XpW6kMHidw8/wgywVQXe0wVJVeq8K2v1vkatSvo2vZDAKzPy9JhyeRlalbUrBg+XqxN1i9e6/aSFuE0X/bx4lG5YfYVK23dWUAnaU1EmndC40iG7PVfNxkWrZvyViENRzi2hoUdjg/9d6GYOE0ZovP4SinXFq50f2zu/uoIRKBTn2V1ZafzAeoVcaXPV7in7/arbXPZd7l6N0UVgXzUPfxggbN5/0/f8eduvrnoYKwu+2sCGcjf+rb1sAkIonYRqXtg1tz/WQiu51I3A9es9Cf19MOqLUtUb48k9xh+j5Q6EuQZ9DFuo4EHNuDaGc+/cvMIT+8bguL1Pqdi1OQLbM3vahEJOJPlKYBtRyMOGqE5CnDcKMzJWLSqmnjjKJ2QmH6cpkX87Tz+dHovLjpqgEsX7MrmhJVwZuRRMFjp3Kp0QZ9vBOnWEFGmD3bUPmSaFj7Kk/OmmVp20NgNtMwsorZXm3Gu7TEagTF8q3yxqsuKXb5k+Lmd/W7q+OOuDvhDpLKgWYQrY6a+AB40vz07q5yLZ++jBvGOX/hPpIu6XEaPeRyTMtSsELSpEw6DRYfSU1UlF7nO4Vd57wlzFvR3mxGk11IbTeNydo3bibWFx1F00TuQdbhbWv/spjqpQfIbKiOv58vj2//Ld7RpG2TeAhFuQIdnzqJv1VCfGBQKonlb3OmYchGY6Dhvn+mTbPrf8meaajTpYFAqX5asQt7+jdCjucIeTlibH3qVR+3Vb+5KolIC17Xsdp4TQwdlteik+/VIwkPo9ZM+dcS7ldZdnKULWvKyZ3nliGPYrmWj/5CzvVDO9Im/kpPhnLZd4ObJU438um6UvWeYuk7I+nwGWac7fqjjPc+Jp1gmPyrfn0sRLu3DRxSss4HGdH3X/jsfAlOGuLNI++/d9fuV6isa3XTbVomRZesNct1l/smrVlcF4Ra/B/x/0QTN9rPS9Ol3M3k0uMUOg+d/xKZdJ3FcEnrVPoTmvy/BsLwlXYaG5B941DQ/udXxqJXp+XVE8t3E4XZ6ztWcLV092rUn3FCuPclguYxf0/P5LUowiqp3m3kSvBBS+qpLjb/S7Cu/jUFS3naN4BfppeiPeGTP+Zfb3pAMilFeP9lUIl85oNm1jyuHIfWes3QvGZpdcT7+bGF5GcgGm1Y5+vcNs+rTZ4cI2j4/x6RCUcDOtM+Wj79wtMDvykHS9Ejsi3497j3W/B6964Pq4EaCTy/p8yEPKQa0z+jQG2PXTY7F769yC0t4sZF+XWXez6soBlAHzl5JhtQwdoN+Vj8YfS6bMELUc+vfqY5C6S2u6FPEsq79IGWLOC0M2dGg/Ln+P4rnLoZBMNvmTsmi4JmqZWPEy2zg9W/k082c+jVVGrXPose7YVgWvhs3zVgatPJTTLjW+9kVthVOo7b3EfNUDLNUj9vrWUisUhyTHQBFeIqknnaPN44BW/bIs7iLOZUHxDFF7MNx0WfZ3OYEcs9WffYR+9Sti+LCbzCHD8bvvKr39nr5vmT6MvjeiKtzp+2QMVRFUBEvglOcICRdBKfQUnOvmVKqNu+VtsjiLQzeui7nPj02YlyU2jVZpryA6G3X2OR3vvzKs/XmfAdy0++oV+JTEqzrlt2w1KqPa6Z42tviQgrJhX011m+L2gwJiL5nUnCTCSAXrPA480K4JHH+jPW9jaZTxbLW9IEcptzD45ZitkCE4SrNvqsuYh+oZerbNVKADR556ymc9Lp/AV5SWDCoQ2yHHgYpGHzho6uDo3qsesl6eR+YfrakJFx3WaqsDMrl1vdv3Cst2YGsD8rIxW/B7rUCZ/nraLy/D1vRk03Ipt3fy7Opdl51pcHAbxN18kgcIlfTcoGiypu6NRQJ/IMZmTByxWo1xzsVt5dZ8XkV7B7OrsTOPPn7z8oCf+XOd9trtkw3AUcngOZo0PlLKUWhqPynJLVqktkd64a5dP3miLQxSHxuR9kI2FDnB3xXsVTD31rW8X453abW8FAt900fK/2dw6Qd90JY+jL5XJwNOF0J4HZ5B+gsIAl6OiZxczLHgXyupZ2ScX/3+t3sA7E1A9dLlrOlWBUCKv+0xYiVWTnSLaxJ2oGhV9kW7XByQEDPLF7WZc8jxGM+iml1JshIaK3tFrUbGbtgL8rh1roLP8lJaIPO6G4G1wDeJFeYVjI77BxVh5Fzmpw6fvJ37Hj0E7+imCueq7nqGMczPT+L1OisOnGcafk/d78dGJL3xqkY5GBRquOYl2KuraJ1Tqvwaz/qJmooKmMdo2E9EcTigtTCWMkWBmMxoaY3c5gM89gbMBoytN1E+QNP6LmodXxYEZvq7Sa1dRDZ851Tzs4Jf55ucRrM6RZQBmCv7k+aTOvL4ahnftxerSoW/8n2Uy+USquHG10SmPLLfYRiOcMWecZHntSZZyC6Uvg/RV7J6PZ/icXBNKasu0yMeH7JlLkf0mHacQO8Khsg8/VIHTs3/spkzG2udx3nM8nPLW2vf9xyW7dDFB0bn9rB+tvXaRJzzy7G2kgs7Xpbyt46H74IRqHgfVzZ8Caz4ddCH0ffqNM8lFdqsgHUwUCbsH10125YsZ9ATyF0YfjHj90xh9GyXz5LY88qyJFZnK8qDTbLF+GRGf92vSXgP5OWgw1movw1DzcGB9AItwL62Uj2tMpNgoFSTnWHPI4A01ftJMfcK1mBfvr8cPtwmbqYeU/juJl3a0yrO8RgkxkpolC75smbzfGOAL2tf9ZOn3/NWvwR7JALBJ8SqSVYiZMjVVQ9wWWZgL13NCBQLjxltrps56savAzyWalWOlJXuKRFZHFneqa07udG6kYvWLtEWVM5HqHLhlwJ8ziFPnEwsuqcD1Clw5KjteeEZRQ0hHIv5KtObZcpKaGkUOcddNSrYAIlFoFWaUg8nGimkDFEIZjdUH3q1HqUdqs/6VPZazlt0y+tjTaOMsjT8xnviN199DVlW9zOWeoPCULxaw5QbueLnxjIso08A5RIZRNmUrn4A9R15IkRJKA1PXv0LipxoWvFCTnjIxTUQxWOpf65TaiX8oA96Fn0YfW9CK3h8FRao4MvUXBh8nuRTQIFF9lnWks9KOO3SeAotDF7gRj2uBWT1j39JkOSGX/bAyEbRHky5OnAvbflcQ/eiek80ATD1s9BYsPHFR2cLkO5XAF3GboDHDIk4MEDqfj/GceN49XLoeatPznrWVaX6bt0Cc2tsV0WvGq4sQVBFSKcD/VRKEPiTaigbuEi3z5GQ6pF2ieSoK66jNN607Ut5lHyF0cFo4vhi6nkVylj2nhCrW8GsFCbEU9RfkhWotXwx3OvEZYnxFu7Euadn7aLGY3lquKx/fO7aL02BdGHdgbUmIx/a7zOXrDsLe5ynwflrqiD23rS1VnmK1uvr8nPB48I83l8uxpZ4qe0368IYOBmul8nl0uAxvwYiMykGX0vT9/ZxcUJOmV4mFiX55vKznbCs9j5OSk6jRoJxqDHuNAPuRRklDskDv3Klj9PQgiy3gOHKHeWtvHhwmalK7v4+mr5iDpeNfg0MkG6fPN8wkkspyXvrXU5U3ZWSy/lpvPKBtmiXC0N4buXeX1WvljCXXSnT3y/F/69F7+Gevm+ZPoy+d0Wdke9g7JCPTxACdXlhkzhnsknjGbPZS7o0iC5ROb7snJiL3qs+WiGglXtooI1NPRfEM8QXUZ7eAzVmmf0vwCkVfVVorkhPU5AdgPt+vwO8mcaVtbs+rlxg65EQHTA+oc/D8sT97d9pGU3Ti3DhZuTgNkIbSKoXMdO+yDLa2NGxGQGMp55h/NEvpDlmQNfHw3TkuoMtVLdW9dIxaCFXXzrevfagg6vxWe/1ovEW6bgM2juATrJhx7KYuzVre0s2P2IErl/fRyt3zCdxwUQ7R9qrstQENm1crSd6WYFsrrZyHZXuwewXw9svtrAKRLa4QBwSNMa5eQK4URDXQKTR4nuPi+u718H2VasbEZLGg2eeE4T2TpMh+nU1ueqY7qApG5g3H+XtZ2iDjTyYUqeVP8YD1VBhaqvKDWawrFhhkLhTtMiGRbnih88asJHlZUx5mv28MtB0aoLbrVPrvJUNK3l96UG1kP+XeX/QByV9GH3vilyhYAl8qwnRVLMLskcB32Jfj5dldl+4JdpewOAbhRppPWlfzEuXpRMrBvqcDOcabuqzMPhwsd9vk/2zq9bblY23OVwxY13JLvbfQGrYCqBGHuFG6DcnQ/MuuIjnadVDRmpZd/W6bpy6T+ruaLeJMYwgV82kwtdR4xNxwiAlcZb6WtvHbLsQCLve71cNyKeAREXdA1Vpmubg/JrbpIYs471/WtKpv9au5Ql8tT6PUhtoU+MxqUbEyKHuQyo1KRNNgr7/r0861JXnHXXZeu9Ae9qAnEvU8+/P9/k/avqtk2GZeMWzfVoge5f7T1gneNrFdqD6Cq9x1fpmT57GO0f+nmR4ZeycdqkTENnDld8B0F7AxbspXvYRH5DFZZnlwZcmuZQHHkZcbmxwAvsrdLf67rXBc9jTO8pzhVt2z6oscFtwlile1ttnG5CcWLDUtbv4Ls1VXe7n2/vDviV9rPS9JX0YfW9CnZkXFOBpVtgxcwgHOM8piilSKs5aUFV1/GWFytPT5bb5MmWUohbA+SxcPdflsmeucLyfJ51CaWZCzyRtn3NZPSOuX/S8Dzcus2QKo3X8CgdOW8yuFeRlx+TuaXkOhU+QU7Vc4XANRO8w+MrQVZRTHK5j3pErfzOAo1jUgQHBSF8g43oy9LC+lyXdPrMVvMX7njuWGbxn7j5KQKm0+jHv+VJL9hAGo7xvRuE/2RXTHx4ggz9kUJV36d6VefjEgVA758pJzU+6ERqtToBLKOKIPMroYFvquKsG3xXI6nKew9rznTfDw3ulszV6/mtDEJvfLykvm0xbTGTWT7G/LBFyDPiETeo8pS6ssjc5A+l27K9j1dBWquUsvOkppPtnMqSQS2eRCWeOySFWKFPnb0+Xx97N62p4r61SMw55sKOXMgi7ETzaYx6X3nPeT4oh2J3/qAVb7w7yKTBt/A8oDj2yYendGBd5KBRPkC3L5uFYh5HY4XgmOVFwVi1ykxMr7u+rh71Uq3fG9w+5hee0iL+bR+lL8vUHfc30YfS9Cd2rzFkw+G/+1YGKJ/0gg0sXEFf5L65wkJ1geivqYOulicH2pKWXYfl3PtmBoP7zvnZ1JXO75rv0rsYah5H6aWOunjE7p8HxB3g4w5UpZ1zZDiMlFjjtGX1KID5qdUdySn/37xs/TunWOgRskew3CQvYwWwvn8aenzl3vvevlXyKcy8JAbzsH4YY2SoVbE0L34FPxO7wixxG+ADeYkY/RySYKA7OqmtXmjwNgTV3s/Wu0SbnZP3Y6+nlLqvTPdgWbHF77mNDWpgny9a+ttRl0Tww1rLpaXlzXtkku7RX+ichPoeqxnZLQoR62MeXS2wEz8WYDW8X/+DxxjKoGadFZmW/jsetXFznO6+riX1+mA2ZQbsVk1s66XFKN9M7wnrrhtiYuY1N4CpfZBzFJCDOTgksOFpKpItpsgrAYl9wxnKKSafAMCxTfKTJopzIOOzHPrUFKP66tag0mPuO85Lp8S5Noe9Vg31JXHQPKfBxeueb0n6q6IPeGdkMUPn15QZudUirbz6IgMDUB4o8uUTr84itN/pvHe8W3XY3e4QUA1Ss4OxwLyzlP0+qs70lFzvYLOypp83GetpqM7Sn/UvVpDjpUBR7fnp4xXme8X1bC0tzXLT8SFueWfY74412OSNuUOBJrwNyVjrSt7jNTbPWz8Kdn9GPvVb6r4+AOZ1HSAhMrQyElBPFVLPwvjfRwY/Et244SXmf8+s9X/990HMO043ANPUS3K8MBmn/CGzxP6QRWbu4/pd1mFus/nO60TelDHfGuUm91Kv2filqBqyeJCd3dWIZ1PWf89qCR0MWAcOFUyFTOhqpKP8+XU45v+S/lFnj0/lQ9TPlN8pzFtlXeZBlWOVchUrWiWUDxztJTq6J5ekon3/PMj82dp4iO5jz9yaP0Hm7fXrC36W0qG/7O5YNR76TjNPHdh/7dSTteLU/dwHfZYWF1ZV8QLTL7fxWDfeIPGBp2yH/t2v8vBSJyF8kIv+8iPwvIvKLIvJHReTfEZEffEJav0pE/g0R+QUR+fP2+W+KyK96qfJ+rPS9CeUM1Tzzsnrm5HuBuuOAtCTvnJLrdDkJdO8M0VvPJA2yOT68RllyxW9divmZUPn86WoMZA4vX4+rNO8xOtu8oQB8JUW6bXI+DpZtR1rJXg03eXwGUeH8U9LrVxrsa1r3j9xuzgrg1n27jiPxncvtfz2d3fUYgmEwp2Lu9RM4a1cjjl2uqilTx1IVDY+NKZ/tzxP9vGZ0PQPq2lE9kfAc8XzVIJc+W0aKuELBTyZVsUmEDJ1uq37SIFDvPxv9rg2AIVxVx9HvGn+5rxbHwkf5jtaQ67H34tdARMJkeH4XaLsfmr/PbV35f7xbyaI04DNml05L7lFLd7p6gftIowrDMJzLrPQ3k5rf/f/t3XnQLFV5x/Hv7wqyKZtCULmAUiqCQoEEBSWCSRklaEBQXFGiRqMRFTEupUYrVogmgguFVmkQ9yWUxsR9RUFNREFItIgKqKAsCigissh98kefnj7d0z3vzPvOTM+d+/tQ3H5nuuf0Mz3dp8/T3ae7FuLg25R1Zv22MEUdOvy4mGqK5vqR5q/qzNfkq1AjuR6DgEhXNjQf79CMOa91h+qQ9Au1PSKiquGHP1dOVdRbG2p1Rtv2nT+Ogkgl1y4ZTXEMIm3p5lH+XS7kwbD5ffO+wRqUOLx4Rtcz1Y85ql05dmkzt0x375S0JfBl4BDgKuCTwB7ACcCRkg6OiEvHLOtuwLeA+wKXAf8O7AOcCBwh6aERcd1aY3bS15t6pd96Cc5QH7H6Rjz0Kt/hBJMnfoPaoKio6pcLqjlRy+fVX00yZB6JZzWPqvLP5tvZxy81ZIcq/rbl3Px7ZWtPEZufHm541b95tdMeJFcRtdVvg7LlM0ha0o5Z5Z300g68dhlVeYlhikL5llJdJDR01XHeMGieTRixcPKzBuMnfM1C69tI9W1aGv95/6LGWc1awyR9v6rPjxDVQ93rl3BWnw/qjY1p9Pcb/o5ty6lqKBVtkqr/Ta3dlYpYVwSXGohVkr8hJYDl66JfYLEc8nqpPOjd9aiH4s9In9PgeYmD8Y1jAp1b0eDr5wu1OXn95iPD61E9Lc8K7ZhvR13bVteMin2hNJZHbZG0xd6VWNfH1Zds4zORva/s91GVXkWznsqXa1rvBru52n45IG2Pg3Z+52MgshQnPeamaqorK39DVa/WpqmSlcFNkFPZg31J/jf5fqX86pMncLWFOEmdUUagdOAm0m/QSPY1+Hfwawz2KYP4s9U+ykQ41X31Gimy8kCq6p8yQa/qzKqerYqPQbJaxjj6ETFqWdLl92tULmn5a7CfXFfOsfnpMfY/5UrdqJdH/rQa+rdMYBe/3lg4r6JI+L4FPCoibgKQdBLwZuBM4BFjlnUaRcL3ceC4iPhDKuttwAuBU4FnrDVgre6SHxuXpO8De4/Kr0du2I0jTO1X5DYvfQC0iit3y8tZGtv+8CVuw0fI6mUsinqjex6GG3fqaMQAtTM6VWNj/ESjbrxLEVdzlK1xBHOwaxyOU6yrDjjkfbxq30vFGZws4RhOJrJp82c0VZ9Y9XLqUl9+s9kBVktvXf0NqjZQ1QjIkhqUTVtfZmXip5Ztfmh+2Qyrz632e1YNqJYxjSiyV7XL5hpbabS8N3iVvY76O8N1Uh7bcCytNcNQ4tRVg4yo/2rltI8fPis9apttGzdGjbZQ9fAkRtWZzW2yuy4aWZ8Oko3mfKpeXPU5pO0tu+lTdcCqWXqWIKRtdegxEA3Kz/I2vmLbNj0UV0oeqn5pjBFnf8pLXldaj+tpyAp1TMuNThq1TuPvrOYYiqV9+22rp9qn6x5HM+ba7z1JOSuU3WaiOmHUtTNd/gDwg4jYp21s0RbW3tLmE5c8bRG3A9EZ6zhUfJFrge2BAyLiwsb4i4B9gQMj4rsrlLUL8HPgDmB9RFyTjdsCuALYEbhXPm413KevV83GzPC4akOtH8eqTdP20bXs9Fv2Dm1VbnejeHEaHKuputYyt/p3z/a8ndPXpkw7ug0zjHs1u/6uBtjwTrHWxyaq//P+KVD0XSn+Tn1YIu+b05g2SxLy5lj1X3vfw/FUUbf+dlM2OIpcxp1fOiaqfj+M6u9XLZcNBKjsw1P1c8znly+p/HsVbcSyX+RqlmGVPHbpPnqs5kmU6n3KxZI395qNtPyTMfhc86BBRP5ed51VPW+wiqM5h+FxK6wjI9ps1e9Bir09vWwvtJn4jGOlBuSCyeqOMSam2f+4Xp/W/6tGRqP/X7OeavQDVPW+yuf3Rbkll33xis9UDzS/I/u7pcwU44Yy1mzaYjee9y6u/tNgmhh8buj7keqULM6q5pnlPmYlK9cb5XRl/dW53Wb1WhRvZJ/Ot9zRfWzbY8nrjeZfGvw+w9NVtXzXuNos8jZeo+1WryOmteVOUspGVm/M18MpEr5LmwlfcnYaPnaMsh5DkY99vZnURcStwH9S9Dl4zOrDLfjyzl6NajR0NbTr48rqrhgqGx3Z5GtvwNb7CTTLyyq32iWe3ZX1fLQdFZ7t/Mrd+NB1/oNLPbsabBr6XH3s6Ngn34FPY3k0m8LVXdQGl9eUsxnMrtqN58UUt1XPL3FMowKkO6geHbCudXVu+/7K/h39ibXszFb6bHvCkzf48qkGyzBSilt7zl8WcxSrUvWMe0Hj8Q6DuWW/R2TzGYolraOT9PkbftB8WRNVZyGa6Wb1MPrB8xxYV8bduNyr+lzVAFxXto1QcelulSUOpi7Xw7ZHPUBz3YhUbWUJ5+AS9+FapDqL1NTYxsu+NrVNLdLt4Ztn+dc11qSuura+VIYPBmbzHvpc+l5zrxcn0bJvaVaTrdq2wyDfb1VVUfo3v4qmWSG19NfMn41ZbqNpQy0GSut7fs1lLeTILv+s1qz6YyCyLxgUl5sOitPgzsZl3TCIpfb9WhZNOSL9XWxu0fKIiMqszg0KqksnKZdlDK2z1XafPQaC/PBOVjPWtv9U30S+r6i2sVpbCbJLP6s6sG0bqxZVVU8N+gB2XvpZlTa0RMsdZFYPFu8XV8uIqn6NRgnDdVDbdtxYE/IzwbU/2vdRzTpyOo+BCMY7kDNrU4lhvzS8oGP8BY3p1lrWX41Z1khO+hZAd+W68g45rxhX8/l6YWVrKmofyyuavBHWWX6tY3G/8o7e81Gl4cNNxu7pC6Mq7XHib9thdU2z2uXRFWO+VmT9KZRPp6Hp66WWja+qcVPdMCQlk1HeBKXZh63e3KmvqcPfNbJ/12JwB75Gm6Vq2NUTo45SasnYYNca9T49eeS1mWX78urdDeTrVfXprMyOOmNwx80xV5HqNuntHxjV32942jS9ysZgrck82KZUNnTLTSya86mvD8UVbsq+X3NbKctUvSHcbDd1jxqa59AHBrOrv9FsXrWXPaouqL5D16erjzY+20x2FqDOrmssldry69rnlcPhRnsxpm0bSJ+rOuRRXRI53GQv1r36b1Krw/I4VZUB9W25/TEQ5VtZLSVQZBFkl0GLPNb6vFKh2XS1kOsN8DTRYI2c4apQxjzYxleYV1kv5jX88Piy3ijnkCfF1TqQ/+LN5Cnv4zd89j+fW73MQTVVHtDK14faq2aZjXo8X2eiMWqiH2REEti2/ayYiA2t/XmJm6rd0vDKjvFXNqabV1kjOembvfXF4A+dE6y44ZS1/oid8sgyYpLKIpU2osDxNvRNvDqgYwkM3hz9e45V1kJo/w6Dg9PNNwcat1kY+QXX2vroSlQXkVr+GndNydapiRbZeCWvZPylOsHyj/Gnby6j6TRLZr2uzLL8SZO4Rd4uMo16pHui7u8ejeF4I7sOHnVM37k4V1uf5enKVA7zjjm/yUZNbIJtfNrWXkeMSK6mal7LZ83zWb/yHG5f6zymZc90z40hY/b1u0sa3twx/neN6eZV1khO+mav/BGvWFsxI3dTY37WZmjPNBzr9rxr+z0XjdfJVVhxfRm7DTnOh9doY/m1NpY4V2HC+qW0xEsEGP39pv3dF2tZdkWT3l/l+rLGmdvGahrry3q6k5a1lj0LKyaoK1jp0opJDo1Ms6yRnPTNxlqiEAAADKBJREFUWETs0ncMNnvlEaO13A3KNh1eX2wSXl9sEl5fbBLzWF8i4nGzKrsnv03DbTrGb52GN825rJF8904zMzMzM7Px/CwNd+0Yv2tjunmVNZKTPjMzMzMzs/FclIYHdIwv3794zmWN5KTPzMzMzMxsPN8AfkNxQ5j9W8Yfm4afGqOsz1HccvtQSTvnI9LD2R+bxn929eEWnPSZmZmZmZmNISJuA05PL0+XNOiPJ+kkYF/gvIg4P3v/byVdIumURllXAR8G7gycISm/38qbgJ2AD0XE1WuN2zdyMTMzMzMzG98bgD8DDgF+JOlcYHfgIcB1wAmN6e8O3B+4R0tZLwYeChwDXCLpO8A+wAMp7nz6kmkE7DN9ZlMQEfv4Tmk2Lq8vNgmvLzYJry82Ca8vqxMRtwCHA/9A8biKo4A9gPcC+0fEjyco61fAHwNvpzjjdzSwHcXZxIPS+DVThB+4YmZmZmZmtqx8ps/MzMzMzGyJOekzMzMzMzNbYk76zMzMzMzMlpiTPjMzMzMzsyXmpM/MzMzMzGyJOekzMzMzMzNbYk76zGZA0l6SXi7py5J+JulWSVdL+rikQ/uOz/ohaUtJr5f0Q0m3SPqFpDMl7dp3bLY4JG0t6ShJ/yrpYkk3SvqdpIskvVbSXfqO0RaXpB0lXSspJF3Sdzy2uCTtIum0tE/6vaTrJX1X0pv6js2mz8/pM5sBSVcC9wJuBP4buAHYG3ggEMBJEfGW/iK0eZO0JfBl4BDgKuBcige5HgT8Ejg4Ii7tLUBbGJKeDbwrvfw+8ANgW4p1567AJcAjIuLafiK0RSbpLOB4QMD/RcRe/UZki0jSwcBngO0p6pj/pahf9gZ2jYjNegzPZsBn+sxm4wfAU4CdIuJREXFcRDwIeB7FjvhfJO3da4Q2b6+iaLR/C7hfWiceArwU2Ak4s8/gbKHcBryDYj15YEQ8MSIeDdwfuBDYC/BBIxsi6U+BZ1AdNDAbIumeFAnfFsDjI2KftE86IiL2oNhX2ZLxmT6zOZP0eeBRwOsi4vV9x2OzJ2lz4FqKI6oHRMSFjfEXAfsCB0bEd3sI0TYS6ej8N4FbgW0j4raeQ7IFIWkr4GKKgwZHAT/EZ/qshaT3AU8HXhgRp/cdj82Hz/SZzd9FaXjPXqOweXo4RcJ3aTPhS85Ow8fOLyTbSJX1xxbA3foMxBbO3wN7An8D3N5zLLagJO0APBH4DfDunsOxOfL1umbzd580vLrXKGye9kvDCzrGX9CYzqxLWX/cDlzfZyC2OCTtS3Gp+Hsi4uuS9ug3IltgD6M4aPQl4HZJx1IcmNycor/wxyLimh7jsxlx0mc2R5L2BI5ML/+jz1hsrnZLwys7xl/ZmM6sy4vS8HMRcWuvkdhCkLSOog/fr4G/6zkcW3z7pOE1FDcUO7gx/hRJJ0TEv803LJs1X95pNieSNgPOojjC9lH33dqklLfYv7lj/O8a05kNkXQE8CyKs3yv6TkcWxwvpLgL8Msi4rq+g7GFt0MaHk/Rl/xZFDcTuzdwKrAN8IF09tiWiM/0mbWQdDbF4xUmcXxEfHvE+LdTXEJxGfD81cZmGyWlYdeds9TxvhkAkh4AfIBiXXlZRFy0wkdsEyBpPfAG4GsRcVbP4djG4U5puBnwgogo7xz9K+ClknYDjqU4a/y0HuKzGXHSZ9ZuD4rbo09i664Rkl5L8biGa4A/jwj3xdm0/DYNt+kYX647N80hFtvISNoV+BzFEfpTI+KtPYdki+MM4M4UN28xG0e5P9oAvLdl/JkUSd9h8wrI5sNJn1mLiDhwWmVJegHweoo7ZT06In48rbJto/GzNNy1Y/yujenMAJB0d+CLFP093wOc3G9EtmCOpOjL9w6pdsHAlmm4m6RzymkjwgeW7CdpeHVHv+By/M5zicbmxkmf2QxJeirFZZ03A38REd/rOSTrR3kp3gEd48v3L55DLLaRkHRX4LMUD2P/OPCc8MN1bdj2wCM6xm2VjXObzwDKxwbtIEktdUr5KBgfIFgyvpGL2Yykmy6cRXHThaMj4hv9RmQ9+gbFmd49Je3fMv7YNPzU/EKyRSZpC+CTwIHA54EnR8Qd/UZliyYi1PY/xU05oHg4e/n+r/uM1RZDRPwPcDnFAYGHtExyWBp2PWLINlJO+sxmQNLDqB64fVxEfKHPeKxfEXEbcHp6ebqkQd8+SSdR3EHtvIg4v4/4bLFIuhPwYeBwiluqPz6tQ2Zm0/DGNHxbuoQcAEkPpnjeI8A75x6VzZR8pYjZ9Em6geKSm8uBr3dMdl5EvHt+UVmfJG0JnENxZPUqisb87un1dcBD3d/TACS9CHhLevkJ4MaOSU+OiF/NJyrbmKSHs19OcaZvr36jsUWTnu34EeAJwPXANykeGXQIxY2B3hURf91fhDYLvr7bbDa2T8N7U11m08ZJ3yYiIm6RdDjwSuApwFHADRR3T3tNRFzRZ3y2UHbI/j56xHSvo7jNupnZ2CJig6QnURyIfDbwSIpHCn0HeGdEvL/H8GxGfKbPzMzMzMxsiblPn5mZmZmZ2RJz0mdmZmZmZrbEnPSZmZmZmZktMSd9ZmZmZmZmS8xJn5mZmZmZ2RJz0mdmZmZmZrbEnPSZmZmZmZktMSd9ZmZmZmZmS8xJn5mZmZmZ2RJz0mdmZmZmZrbEnPSZmZmZmZktMSd9Zma28CT9vaQ7JO3ddyxNkl4iKSQd1HcsZmZmbRQRfcdgZmbWSdIfAT8GPh0RT+o7niZJWwGXAT+KiD/pOx4zM7Mmn+kzM7NF9yrgLsApfQfSJiJ+D7wVOFTSY/qOx8zMrMln+szMbGFJ2hr4BfDTiNiv73i6SFoP/BT4VEQ8ru94zMzMcj7TZ2ZmUyPpo6l/2xtbxu0l6WZJN0q6z5hFPgHYDvhgS3l7pHmd0xHL69L4ZzbePye9v4ek4ySdn+L6uaQ3Sbpzmm5PSR+WdG0a/xVJ+7bNKyKuAM4DjpB0zzG/m5mZ2Vw46TMzs2l6HnAlcLKkw8o3JW0OfAjYCjgxIi4bs7wj0/CcKcZYehHwAeB24PPAnYGXAe+SdF/gv4CDgHMp+hQeDnw19TFscw5wJ+DRM4jVzMxs1Zz0mZnZ1ETEDcDx6eX7JG2f/n4DsD9wdkScNUGRD6dIyi6aWpCVZwGPjIhDIuJo4EHANcDTgU8C7wPuGxHHAPul1zsCz+8o79tpeOgMYjUzM1s1J31mZjZVEfFV4M3AeuCMdMbvZIq+ec8dtxxJOwO7AD+JiFtnEOppEXFu+SIirqa4jFQUZ/1eHhEb0rig+E4Aj+go75I0XNi+h2Zmtmly0mdmZrPwauBC4MkUZ80EPCMirp+gjJ3T8IYpx1b6Yst75WWn50TEHxrjLk3De3SUV363ndYamJmZ2TQ56TMzs6mLiNuAZ6aX2wKnR8SXJixmuzT87bTiavh5y3u/6xoXEeW4LTrKuzENt+sYb2Zm1gsnfWZmNivHZX/vL2nSfc5v0nDbKcXTNOqZRat5nlGZ7P1m5FRmZmZz5qTPzMymTtKhwCso+vF9heKGLK+YsJhr03DHFabbsuP9u084v7XaIQ1/Oef5mpmZjeSkz8zMpkrStsD7KfrxnQA8DbgOeJ2kA8ctJyKuBa4Gdpe01YhJ79NxFvGA8aOeigek4ffmPF8zM7ORnPSZmdm0nQHsDrw9Ir4QEVcBzwE2Bz4oaesJyjoX2IzicQ9ddgJekr8h6enAwenlNhPMby0OSsNzR05lZmY2Z076zMxsaiQ9CXgq8H3g5eX7EfEJ4D3A/YBTJyjy02l4+IhprgL+SdIFkj4m6TsUz9Q7P41/haSPTDDP1ToMuAP4whzmZWZmNjYnfWZmNhWS1gPvAG4DnhYRtzQmOZHikQjPlfS4MYv9GMWNUZ4yYpofAsdQnBH8S4pHPbwaeCTFWbcdKR7wPjOSdgMeBnwmItruCmpmZtYbFc+bNTMzW0ySTgNeDDw4Ii7I3t8DuBz4WkQc1ktwVSyvBP4ROCIiPttnLGZmZk0+02dmZovuFOAmJr/751ykm8ycCJzrhM/MzBaRkz4zM1to6S6e/wwcI2nvvuNp8VxgF+DkvgMxMzNr48s7zcxso7RIl3eamZktMid9ZmZmZmZmS8yXd5qZmZmZmS0xJ31mZmZmZmZLzEmfmZmZmZnZEnPSZ2ZmZmZmtsSc9JmZmZmZmS0xJ31mZmZmZmZLzEmfmZmZmZnZEnPSZ2ZmZmZmtsSc9JmZmZmZmS0xJ31mZmZmZmZLzEmfmZmZmZnZEnPSZ2ZmZmZmtsSc9JmZmZmZmS0xJ31mZmZmZmZL7P8BnB7Vn6PQYekAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<Figure size 900x600 with 2 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "grating_dft = sim.get_dft_array(near_fields, mp.Ez, 0)\n",
    "\n",
    "scattered_field = grating_dft-flat_dft\n",
    "scattered_amplitude = np.abs(scattered_field)**2\n",
    "\n",
    "[x,y,z,w] = sim.get_array_metadata(dft_cell=near_fields)\n",
    "\n",
    "if field_profile:\n",
    "    plt.figure(dpi=150)\n",
    "    plt.pcolormesh(x,y,np.rot90(scattered_amplitude),cmap='inferno',shading='gouraud',vmin=0,vmax=scattered_amplitude.max())\n",
    "    plt.gca().set_aspect('equal')\n",
    "    plt.xlabel('x (μm)')\n",
    "    plt.ylabel('y (μm)')\n",
    "    # ensure that the height of the colobar matches that of the plot\n",
    "    from mpl_toolkits.axes_grid1 import make_axes_locatable\n",
    "    divider = make_axes_locatable(plt.gca())\n",
    "    cax = divider.append_axes(\"right\", size=\"5%\", pad=0.05)\n",
    "    plt.colorbar(cax=cax)\n",
    "    plt.tight_layout()\n",
    "    plt.show()\n",
    "else:\n",
    "    ky = np.fft.fftshift(np.fft.fftfreq(len(scattered_field), 1/resolution))\n",
    "    FT_scattered_field = np.fft.fftshift(np.fft.fft(scattered_field))\n",
    "    plt.figure(dpi=150)\n",
    "    plt.subplots_adjust(hspace=0.3)\n",
    "\n",
    "    plt.subplot(2,1,1)\n",
    "    plt.plot(y,scattered_amplitude,'bo-')\n",
    "    plt.xlabel(\"y (μm)\")\n",
    "    plt.ylabel(\"field amplitude\")\n",
    "\n",
    "    plt.subplot(2,1,2)\n",
    "    plt.plot(ky,np.abs(FT_scattered_field)**2,'ro-')\n",
    "    plt.gca().ticklabel_format(axis='y',style='sci',scilimits=(0,0))\n",
    "    plt.xlabel(r'wavevector k$_y$, 2π (μm)$^{-1}$')\n",
    "    plt.ylabel(\"Fourier transform\")\n",
    "    plt.gca().set_xlim([-3, 3])\n",
    "\n",
    "    plt.tight_layout(pad=1.0)\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Results are shown for two finite gratings with 5 and 20 periods.\n",
    "\n",
    "![](https://meep.readthedocs.io/en/latest/images/finite_grating_nperiods5.png)\n",
    "\n",
    "![](https://meep.readthedocs.io/en/latest/images/finite_grating_nperiods20.png)\n",
    "\n",
    "The scattered field amplitude profile (the top figure in each of the two sets of results) shows that the fields are nonzero above the grating (which is positioned at the left edge of the figure in the region indicated by the bright spots) and decay to zero away from the grating. The middle figure is the field amplitude along a 1d slice at a distance 1.5 μm above the grating (marked by the dotted green line in the top figure). Note the decaying fields at the edges due to the flat-surface termination. The bottom figure is the Fourier transform of the fields from the 1d slice. As expected, there are only three diffraction orders present at k<sub>y</sub>=2πm/Λ for m=0, ±1, ±2. These peaks are becoming sharper as the number of grating periods increases.\n",
    "\n",
    "The sharpness of the peaks directly corresponds to how [collimated](https://en.wikipedia.org/wiki/Collimated_beam) the diffracted beams are, and in the limit of infinitely many periods the resulting delta-function peaks correspond to diffracted planewaves. (The squared amplitude of each peak is proportional to the power in the corresponding diffraction order.) One can also obtain the collimation of the beams more directly by using Meep's `near2far` feature to compute the far-field diffracted waves — this approach is more straightforward, but potentially much more expensive than looking at the Fourier transform of the near field, because one may need a large number of far-field points to resolve the full diffracted beams. In general, [there is a tradeoff in computational science](https://icerm.brown.edu/video_archive/?play=1626) between doing direct \"numerical experiments\" that are conceptually straightforward but often expensive, versus more indirect and tricky calculations that don't directly correspond to laboratory experiments but which can sometimes be vastly more efficient at extracting physical information.\n",
    "\n",
    "In 3d, the procedure is very similar, but a little more effort is required to disentangle the two polarizations relative to the plane of incidence [the (z,**k**) plane for each Fourier component **k**]. For propagation in the $z$ direction, you would Fourier transform both $E_x$ and $E_y$ of the scattered field as a function of **k** $= (k_x, k_y)$.  For each **k**, you decompose the corresponding **E** $= (E_x, E_y)$ into the amplitude parallel to **k** [which gives the *p* polarization amplitude if you multiply by csc(θ), where cos(θ)=|**k**|/(nω/c), n is the refractive index of the ambient medium, and ω is the angular frequency] and perpendicular to **k** [which equals the *s* polarization amplitude].  Then square these amplitudes to get something proportional to power as above.  (Note that this analysis is the same even if the incident wave is at an oblique angle, although the **k** locations of the diffraction peaks will change.)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
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 },
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